Datasets:

Peter512
/

patents-50k-green

doc_id int64	text string	is_green_silver int64	split string
8,929,789	1. A fixing device comprising: a rotatable, endless, flexible fixing member to heat and fuse a toner image by rotating in a first direction; a drive transmission device configured to generate a first driving force to rotate the flexible fixing member in a first direction and to generate a second driving force to rotate...	0	train_silver
9,253,996	1. A method of recovering pectin from citrus peels comprising: removing the zest from the citrus peels; mixing the citrus peel with water to form a citrus peel slurry; adjusting the pH of the citrus peel slurry with an acid in a mixing feed tank; heating the citrus peel slurry in the mixing feed tank; pumping the heate...	1	train_silver
9,580,824	1. An anion-conducting polymeric membrane comprising a polymer blend or mixture of a copolymer consisting essentially of styrene and vinylbenzyl-R s with at least one polymeric constituent selected from the group consisting of: (a) a linear or substituted non-aromatic polyolefin; (b) a polymer comprising uncharged cycl...	1	train_silver
9,383,068	1. An LED based lighting system, comprising: at least one light assembly comprising a plurality of LED chips; a controller configured to receive an input signal and to provide an output control signal for controlling a light level provided by the at least one light assembly; a power supply module configured to receive ...	1	train_silver
8,915,542	1. A sunroof apparatus comprising: a movable roof panel including a front edge connected to an upper edge of a front window without a roof outer plate interposed between the roof panel and the front window for closing an opening portion of a roof; a seal member disposed at a whole circumference of an edge portion of th...	0	train_silver
8,993,782	1. A compound of formula (I), W represents hydrogen or methyl, X represents chlorine or methyl, Y represents hydrogen or methyl, Z represents the radicals V A represents methyl or ethyl, G represents hydrogen (a) or represents one of the groups in which E represents a metal ion equivalent (Na R R	0	train_silver
8,610,129	1. An image sensor comprising: a multi-layered I-III-VI-based photoelectric conversion unit which absorbs light of wavelength bands in steps; and a substrate which supports the multi-layered I-III-VI-based photoelectric conversion unit, wherein the multi-layered I-III-VI-based photoelectric conversion unit comprises: w...	1	train_silver
9,189,680	1. An authentication system, comprising: a camera configured to photograph a facial image of a subject; a reader configured to obtain identification information assigned to an identification device held by the subject; an authentication device configured to authenticate the identification information obtained by the re...	0	train_silver
9,614,227	1. A fuel cell comprising: a cathode; an anode; and an electrolyte membrane provided between the cathode and the anode, wherein at least one of the cathode and the anode includes a carrier-hollow metal nanoparticle complex where a hollow metal nanoparticle including a hollow core portion, a shell portion including a fi...	1	train_silver
8,808,099	1. A protective screen for constant-velocity joints, the screen being mounted on an outer cylindrical surface of the constant-velocity joint and facing towards a sealing device of a rolling-contact bearing which is angularly coupled to the constant-velocity joint for protecting the sealing device and the rolling-contac...	0	train_silver
9,808,677	1. A golf facility, comprising: a plurality of balls; a plurality of holes; a control device which defines a predetermined range of allowable movements of the balls over space and time, wherein the predetermined range of allowable movements includes a sequence of translational accelerations and rotational accelerations...	0	train_silver
9,141,382	1. A computer implemented method of at least one of synchronizing and managing processes in the parallel development of an application, comprising: provisioning a first development environment, including at least a first server executing a first application platform, a first source code control system, and a first cont...	0	train_silver
8,968,938	1. A non-aqueous electrolyte comprising: a lithium salt and a solvent, the electrolyte containing, based on the weight of the electrolyte, 15-30 wt % of fluoroethylene carbonate, and 1-10 wt % of an aliphatic nitrile compound, wherein the aliphatic nitrile compound is succinonitrile, butyronitrile, valeronitrile or a m...	1	train_silver
9,450,220	1. An electric energy storage and supply system comprising: a plurality of battery units where each battery unit comprises an electric energy reservoir having positive and negative voltage supply terminals, three or more electric contact pads on an outer surface of the battery unit, and a dynamically configurable conne...	1	train_silver
9,142,360	1. A mesoporous titania bead having a diameter of 200-1000 nm, specific surface area of 50-100 m 2 /g, porosity of 40-60%, pore radius of 5-20 nm, pore volume of 0.20-0.30 cm 3 /g, and the titania comprised in the bead is anatase titania.	1	train_silver
8,621,232	1. A method for producing, allocating and checking authorization approvals that are required in order to fulfill tasks specified by an action plan through performance, by a service technician, of actions on a device or component of a distributed structure, comprising: generating at least one authorization approval havi...	0	train_silver
9,751,277	1. A fiber reinforcement layer for use in a fiber-reinforced laminate plastic composite comprising a number of combined laminate layers, wherein each fiber reinforcement layer along a section of at least one rim is tapered through the thickness of the fiber reinforcement layer, the fiber reinforcement layer comprising:...	1	train_silver
8,916,742	1. In an engineered designed article for pressure support that is anatomically configured to fit, support and protect a body part, the improvement comprising: portions of at least three integrated, combined elements shaped as portions of circles to form positive or negative pressure-concentrating means on at least one ...	0	train_silver
9,818,289	1. A method for providing a reminder on a mobile device, comprising: obtaining a target reminder time closest to a current time from a plurality of remaining reminder events scheduled to execute before a shutdown event of the mobile device; determining a first counting time according to the target reminder time; access...	1	train_silver
9,172,609	1. A method comprising: electing a first layer two (L2) network switch as a master switch for a virtual L2 network switch within a network having a plurality destination devices, each of the destination devices associated with a network address; creating, with the first L2 network switch elected as the master network s...	1	train_silver
9,060,474	1. A method for growing and harvesting algae comprising: submersing a tufted product in water, wherein the tufted product comprises: allowing algae to grow for a period of time on the tufted product; and removing at least some of the algae from the tufted product.	1	train_silver
8,993,876	1. A solar cell, comprising: a silicon semiconductor substrate; an emitter layer formed on a surface of the silicon semiconductor substrate; an antireflection layer formed on the emitter layer; and a front electrode electrically connected to the emitter layer by penetrating through the antireflection layer, wherein the...	1	train_silver
8,756,947	1. A refrigeration system for a transport refrigeration unit for cooling a temperature controlled cargo space, said refrigeration system comprising: a primary refrigerant circuit including a refrigerant compression device, a refrigerant heat rejection heat exchanger downstream of said compression device, a refrigerant ...	1	train_silver
8,586,245	1. A battery, comprising: a cathode; an anode; and an electrolyte solution, wherein the anode includes an anode active material that includes a CoSnC-containing compound including carbon ranging from about 9.9 wt % to about 29.7 wt %, and a ratio of cobalt to a total amount of tin and cobalt ranging from about 30 wt % ...	1	train_silver
9,544,002	1. A wireless communication device, comprising: an amplification structure including a first amplification element and a second amplification element; a processor coupled to provide a control signal to the amplification structure, the control signal to adjust an amount of signal amplification provided by at least one o...	1	train_silver
9,586,122	1. A golf putting training device, comprising: a first substantially flat and elongated base; a vertical structure movably mounted on said base, wherein said vertical structure is movable along said base in a direction parallel to a longitudinal axis of said base; a motion sensor configured to detect movement of a golf...	0	train_silver
9,701,579	1. A transparent glass sheet, the transparent glass sheet having at least one antiglare surface, wherein the antiglare surface has: a first RMS surface roughness Rlong of up to about 300 nm measured in a range of lateral spatial periods from about 40 μm to about 640 μm; a second RMS surface roughness Rshort measured at...	0	train_silver
9,531,963	1. An image capturing device, comprising: an optical system configured to focus lights from an object to generate optical information, the optical system including a diaphragm position along a center line of the optical system; a filter provided along the center line of the optical system, the filter having a plurality...	0	train_silver
9,009,174	1. A method comprising: providing a data source comprising off-line activity data; using at least one processor, transforming the data in the data source into a network format comprising aggregating agent-object interactions into unique node-link-node tuples that describe the interaction; using at least one processor, ...	0	train_silver
8,549,813	1. A reinforcing assembly for use in a reinforced concrete structure, the reinforcing assembly comprising: multiple spaced-apart, longitudinally-extending support bars; and multiple working members each independently connected to the support bars, the working members oriented diagonally with respect to a longitudinal a...	0	train_silver
9,350,564	1. A switch, comprising: one or more ports; processing circuitry; a storage device coupled to the processing circuitry and storing instructions which when executed by the processing circuitry cause the processing circuitry to perform a process of: a spanning tree from a first message received via a local edge port of t...	0	train_silver
8,680,356	1. A process for preparing isoolefins having 4 to 6 carbon atoms of the formula I by catalytic gas phase cleavage of a starting compound of the formula II to give a compound of the formula I and a compound of the formula III wherein, in the formulae I to III, the R radical is H or an alkyl radical having 1, 2 or 3 carb...	1	train_silver
9,028,977	1. A compound that is represented by the following Formula 1: X is S or O, n is an integer in the range of 0 to 4, Ar Ar the C	1	train_silver
8,758,949	1. A steam electrolysis system, comprising: an oxidizing compartment comprising a liquid metal anode and a reducing compartment comprising a cathode, said oxidizing and reducing compartments separated by an oxygen ion conducting solid electrolyte; a conduit for directing steam across the cathode in the reducing compart...	1	train_silver
8,522,336	1. A gateway device that is in electronic connection with at least one client computer, a first domain name system (DNS) server located in a first communication network, and a second DNS server located in a second communication network separated from the first communication network, comprising: a processor; and a stora...	0	train_silver
9,034,313	1. An isolated nucleic acid molecule comprising a nucleotide sequence selected from the group consisting of: SEQ ID NO:1 and a nucleic acid sequence that is 95% homologous to SEQ ID NO:1.	1	train_silver
9,516,997	1. An apparatus for obtaining information for a structure, comprising: at least one first optical fiber arrangement configured to transceive at least one first electro-magnetic radiation, and including at least one fiber; at least one dispersive second arrangement configured to receive a particular radiation which is a...	0	train_silver
9,131,422	1. A computer implemented method operative on a processor component, the method comprising: establishing a test voice call between a hybrid mobile device and a call server over a Voice-over Internet Protocol (VoIP) network; simulating values for one or more VoIP communication link parameters pertaining to a perceived q...	0	train_silver
8,753,185	1. A method of providing a game in an interactive media application, comprising: accessing a database to identify a source individual, a destination individual, and a first plurality of candidates, wherein the first plurality of candidates is identified based on information that defines a relationship between the sourc...	0	train_silver
8,916,252	1. A structural composite part, comprising: pre-impregnated fiber plies laid-up in a plurality of layers, wherein in each layer adjacent fiber plies are laid up almost edge-to-edge, a longitudinal composite joint extending in the plane in a longitudinal direction of at least two of the edge-to-edge connected fiber plie...	1	train_silver
9,046,180	1. A weir-type diaphragm valve, comprising: a valve body configured with a fluid channel and a weir having a weir sealing portion; and a diaphragm configured with two or more diaphragm portions, including the two or more diaphragm portions being configured with different characteristics based at least partly on differe...	0	train_silver
9,586,685	1. A modular potable water distribution manifold for an aircraft water supply and drainage system, comprising: a tubular member; a first manifold quick connector adapted to mate with a flexible hose connector and having a first flow control poppet; a second manifold quick connector having a second flow control poppet, ...	1	train_silver
9,273,373	1. A heating apparatus comprising: a workpiece support on which a ring-shaped workpiece is placed; a rotary drive assembly; a heater configured to heat the workpiece; and a position detector, wherein the workpiece support comprises a plurality of rotating rollers arranged in a circumferential direction, wherein the rot...	1	train_silver
9,655,908	1. A molecular complex comprising neridronic acid in an acid or a salt form and an amino acid in an acid, base, or salt form, wherein the said amino acid is selected from the group consisting of lysine and glycine.	0	train_silver
9,662,390	1. A method of inhibiting abnormal migration and/or proliferation of endothelial cells in a subject, the method comprising administering to the subject an amount of methylnaltrexone, or a salt thereof as the sole active agent, effective to inhibit the abnormal migration and/or proliferation of endothelial cells, wherei...	0	train_silver
9,115,711	1. A method of determining displacement of a radial piston machine ( 1 ) having adjustable eccentricity (e), the radial piston machine ( 1 ) having cylinders ( 2 ) arranged in a pivoting manner and having a drive shaft that drives an eccentric ( 5 ), the method comprising the steps of: measuring, with angular sensors, ...	0	train_silver
8,934,437	1. An evolved Node B (eNB) comprising processing circuitry to directly couple a first user equipment (dUE 1 ) to a second user equipment (dUE 2 ) in a device-to-device (D2D) configuration, said circuitry arranged to: receive a first control message from the dUE receive a second control message from the dUE receive a re...	1	train_silver
9,288,344	1. An image processing apparatus comprising: a plurality of applications, each of the plurality of applications being configured to perform an application-specific image processing; a storage unit configured to store image data in a first format that is independent of the model of the image processing apparatus and app...	0	train_silver
8,635,414	1. A system for allocating memory resources comprising: a bus system coupled to a plurality of requestors; and a plurality of memory systems coupled to the bus system, each memory system including:	0	train_silver
9,496,822	1. A hurricane-proof solar tracker, comprising: a solar panel array assembly comprising: a tilting assembly supporting said solar panel array assembly, said tilting assembly comprising: a controller coupled to the tilting assembly, the controller configured to:	1	train_silver
9,485,194	1. A method comprising: determining, by a first device, that information regarding a virtual aggregated link, that represents a plurality of possible output links associated with a second device, is not received; determining, by the first device and after determining that the information regarding the virtual aggregate...	1	train_silver
9,337,848	1. A clock and data recovery device comprising: a phase detector configured to detect a phase of a data clock signal to output a comparison signal; a charge pump unit configured to adjust the amount of charges to be supplied according to the comparison signal; a loop filter unit configured to accumulate the amount of c...	0	train_silver
9,848,452	1. A method for assigning a short address to a node in a network, comprising: receiving an association request that is a request from the node to join the network; transmitting an association response to the node that permits the node to conditionally join the network and enter a low-power state, wherein the associatio...	1	train_silver
9,684,982	1. A computer-implemented method for performing isotropic reconstruction of Magnetic Resonance Imaging (MRI) data, the method comprising: receiving a stack of slices acquired by an MRI device in two or more directions; generating an estimated slice profile based on the stack of slices;	0	train_silver
9,102,321	1. A hybrid vehicle system with enhanced startup flare control, comprising: an internal combustion engine for providing motive vehicle power; a start engine actuator for starting the internal combustion engine; an electric motor selectively coupled to the internal combustion engine for generating electric power from th...	1	train_silver
9,385,200	1. A bipolar transistor comprising a collector having a first end and a second end opposite the first end, a sub-collector abutting the second end of the collector, a base abutting the first end of the collector, and an emitter, the collector including a doping spike disposed closer to the first end than to the second ...	0	train_silver
8,916,717	1. Dioxaspiroketal derivative of formula (I): wherein R is CH or physiologically acceptable salts thereof.	0	train_silver
8,516,140	1. A method of communicating schema information relating to one or more content types of a message body comprised within a message, said method comprising: receiving a first communication protocol message at a recipient from a sender, said first communication protocol message including at least one body part according ...	0	train_silver
8,776,580	1. A system for detecting the place of leakage in an umbilical hose comprising: a test site at a predetermined location to receive a leaking umbilical hose; a metal PIG device adapted to be inserted in an opened end of a leaking umbilical hose while an opposite end of the umbilical hose is closed; a source of pressuriz...	0	train_silver
8,932,777	1. A fuel supply system comprising a compressed gas chamber, a first valve comprising an inner center post and an outer center post concentrically disposed around the inner center post so as to leave a space between the inner center post and the outer center post, and a sealing member disposed in the space, a liquid fu...	1	train_silver
9,732,409	1. A process for preparing an electrode comprising an iron active material, which comprises: i) fabricating an electrode comprising an iron active material, and ii) treating the electrode with a gaseous oxidant to thereby create an oxidized surface prior to any charge-discharge cycle.	1	train_silver
8,663,739	1. A method of manufacturing a mat containing silica aerogel, the method comprising: (S1) producing a wet gel by mixing water glass, an acidic solution, and alcohol in a reactor; (S2) modifying a surface of the wet gel by adding an organic silane compound and an organic solvent to the reactor and mixing; (S3) separatin...	1	train_silver
9,197,062	1. A method comprising: receiving, at a network computing device, a command to connect electricity service to a subscriber side of a service switch; monitoring a circuit internal to the subscriber side of the service switch to detect whether a condition is present in the circuit internal to the subscriber side of the s...	1	train_silver
8,432,697	1. A circuit board placed inside a housing of electronic equipment and provided with an optical module and a control circuit, which are mutually connected, the circuit board comprising: a fan-assisted heat sink mounted on the control circuit and configured to ventilate the control circuit and cool the control circuit; ...	0	train_silver
8,692,113	1. A connector assembly for a printed circuit board (PCB), the connector assembly consisting of: a single wire tube; a set of differential signal wires disposed in the single wire tube, comprising a plurality of signal wires, and each of the signal wires having an insulator and a conductor; a set of alternating current...	0	train_silver
9,550,801	1. A compound represented by the formula: wherein: each R each R Y n is 1; Y each of Y each of Y m is 1 or 2; the open dotted circle indicates partial or full unsaturation of the ring with which it is associated; and the optional substituents for each C provided that if m is 1, each of Y	1	train_silver
9,556,786	1. An assembly comprising: a turbine housing that comprises a bore, a wastegate seat and a wastegate passage that extends to the wastegate seat wherein the bore comprises a bore axis, a bore axial length and a bore diameter and wherein the wastegate seat comprises a conical surface; a bushing disposed at least in part ...	1	train_silver
9,814,073	1. A method of wireless communication, comprising: transmitting, from a serving base station, a signal to a mobile device in communication with the serving base station, wherein the signal triggers the mobile device to transmit periodic transmissions on a physical random access channel (PRACH) during a time period, whe...	1	train_silver
9,798,808	1. A method implemented by a computer for determining for a set of co-ordinate records a number of incidents associated with co-ordinates within a query area, comprising: storing data representing a binary tree comprising leaf nodes, a root node and branch nodes wherein the leaf nodes are associated with individual ite...	0	train_silver
8,856,657	1. A non-transitory computer-readable medium whose contents enable a computing device to display on a display device a user interface for operations to be performed by remote end user electronic gaming devices, comprising: generating a display of the user interface that includes:	0	train_silver
9,316,014	1. A lever viscoelastic damping wall assembly adapted for damping a relative movement between a first structural member and a second structural member in a first direction, the first and second structural members being spaced apart from each other, said lever viscoelastic damping wall assembly comprising: a first wall ...	1	train_silver
9,167,342	1. A method of suppressing echo, the method comprising: outputting an audio signal; receiving an audio signal, wherein the received audio signal includes an echo resulting from said outputted audio signal; dynamically adapting a Finite Impulse Response filter estimate ĥ(t) in the time domain based on the outputted audi...	1	train_silver
8,507,923	1. A light emitting diode (LED) package, comprising: a first serial array comprising light emitting cells of a first type but not a second type arranged on a first substrate to emit light of a relatively short wavelength; and a second serial array comprising light emitting cells of the second type but not the first typ...	0	train_silver
8,645,435	1. A method comprising: receiving an application command, the application command comprising an identification of a source and a location of source data at the source; receiving a list indicative of sectors for storing data; receiving a file create command to create a new file having a defined size; creating the new fi...	0	train_silver
8,487,977	1. A telepresence video conference unit comprising: a display device adapted to be placed in front of a near end front wall and configured to display an image of at least a portion of a far end rear wall; and a controller configured to control at least one color light source to illuminate at least a portion of the near...	0	train_silver
8,653,222	1. An addition compound suitable as a wetting and dispersing agent prepared by reacting A) one or more polyepoxides containing two or more epoxide groups with B) at least one aliphatic or araliphatic primary amine of the general formula I wherein R is alkyl, cycloalkyl, aryl, or aralkyl, and wherein the at least one al...	0	train_silver
9,110,007	1. An optical sensor system, comprising: a source module including a source housing unit having a source window member, the source module to emit a detection signal through the source window member; a first detection module including a first detection housing unit having a first detection window member, the first detec...	0	train_silver
9,086,812	1. A storage system comprising: a plurality of data disks, each of which is made up of a disk whose storage area is logically divided into one primary data area and one or more backup data areas; a plurality of cache memories, each having a storage area logically divided into one primary data area and one or more backu...	1	train_silver
8,783,010	1. A thrust reverser with doors having at least one stationary structure, on which at least one door is mounted pivoting between a closed position in which the at least one door closes the reverser and makes up an outer cowling part, and an open position in which the at least one door opens a side opening of the statio...	1	train_silver
9,270,132	1. A battery system comprising: a plurality of modules, each of the plurality of modules including a plurality of cells connected in series and a cell balancing circuit, a module balancing circuit configured to measure voltages of the plurality of modules, the module balancing circuit including,	1	train_silver
9,254,594	1. A multilayer laminated material comprising: (a) a top layer of glass, wherein the top layer of glass forms a first outer layer; (b) a fibrous intermediate layer of thermoplastic polymer arranged in contact with the top layer of glass, wherein the fibrous intermediate layer comprises a solvent-free adhesive material ...	1	train_silver
9,515,547	1. A direct current (DC) power supply circuit comprising; a rectifier circuit rectifying alternating current (AC) supplied thereto from an AC power supply; and a voltage conversion circuit connected across output terminals of the rectifier circuit, converting a voltage from the rectifier circuit, and outputting a conve...	1	train_silver
8,526,418	1. A method for improving reliability of communication in a communication system utilizing frame synchronization preamble detection, comprising: detecting synchronization in a narrow synchronization window around an expected synchronization preamble; and providing precise inter-frame gap timing and predictable response...	0	train_silver
8,499,533	1. A method for covering a load on a unit load device or on a skid, comprising: covering a load on a unit load device or on a skid transported by air, securing the cover in a covered position around the load on or in the unit load device or on the skid, wherein the cover provides thermal protection to the load on or in...	0	train_silver
9,349,427	1. A method for screening MTJ cells in an MRAM device having a plurality of MTJ cells, the method comprising the steps of: initializing the MTJ cells into a first group having a first state and a second group having a second state by driving a selected electric current through each of the MTJ cells; applying an externa...	0	train_silver
9,722,455	1. An apparatus, comprising: a processor, and memory including computer program code, the memory and the computer program code configured to, working with the processor, cause the apparatus to perform at least the following: receive an indication of presence of a wireless charging field; detect a direction of a change ...	0	train_silver
8,682,178	1. A method, comprising: setting a timing of phase modulation by a target phase modulator within an optical transmitter which performs phase shift keying of an order equal to or higher than four, wherein said setting includes: feeding a specific pattern to said optical transmitter to allow said optical transmitter to e...	0	train_silver
9,792,628	1. A method performed by a data processing apparatus, the method comprising: identifying a result to provide to a communication device, the result including unformatted advertising content provided by an advertiser for presentation to a user of the communication device; identifying a plurality of stored presentation fo...	0	train_silver
9,600,921	1. A device comprising: a memory storing a software application; and a processor configured to execute the software application to: wherein when the new mechanical linkage is one of the trimmer and the propagation mechanism, the new mechanical linkage includes a first bar and a second bar, and wherein to calculate the ...	0	train_silver
8,812,883	1. A method for informing a second device it is connected to a first device, the method comprising: receiving a power supply signal, wherein the power supply signal has a first characteristic or a second characteristic; detecting that the received power supply signal having the first characteristic has been received fo...	1	train_silver
9,463,506	1. A method of working an additively manufactured part, the method comprising: applying a layer of wax to a part manufactured with an additive manufacturing process; forming a mold over the layer of wax on the part; removing the layer of wax between the mold and the part; melting the part in the mold; re-solidifying th...	1	train_silver
9,844,320	1. A method for creating a virtual 2D image of a single object moving in a blood vessel to determine a velocity of said single object comprising the steps of: acquiring multiple 1D images across a blood vessel disposed about adjacent to a substantially fixed footprint on a surface of an organ over a period of time by u...	0	train_silver
9,229,133	1. A method for forecasting a meteorological parameter, wherein the method comprises steps of: analyzing geographically distributed sensor network data across two sensors within a first geographic region to assess spatial and temporal variation of cloud movement in real-time, wherein said sensor network data comprise s...	1	train_silver
9,536,224	1. A method for displaying tasks, adapted to a mobile apparatus having a touch screen, the method comprising: positioning the mobile apparatus to obtain a positioning location; displaying an electronic map around the positioning location; and accessing each task recorded in the mobile apparatus, and marking each of the...	0	train_silver
8,930,729	1. A method for determining an operating configuration of a network-powered device, the method comprising: measuring, by the network-powered device, a total network connection power loss associated with at least one wired network connection of the network-powered device, wherein a first network connection power loss an...	1	train_silver
9,760,136	1. A processor comprising: at least one core to execute instructions; and a memory controller coupled to the at least one core, the memory controller including a spare logic to cause a dynamic transfer of data stored on a first memory device coupled to the processor to a second memory device coupled to the processor, r...	1	train_silver
9,598,686	1. A method of making a peptide from a recombinant prepropeptide sequence, comprising: (a) providing a fungal prolyl oligopeptidase comprising an amino acid sequence selected from SEQ ID NO: 236, 237, 348, 716, and 722, and a proline-containing prepropeptide; and (b) contacting the fungal prolyl oligopeptidase with the...	0	train_silver
8,863,886	1. An exhaust module assembly for a vehicle comprising: a rear fascia having an integrally formed large diameter portion and a small diameter portion; wherein the large diameter portion surrounds, but is not in contact with, an exhaust pipe, thereby creating a clearance between the exhaust pipe and large diameter porti...	0	train_silver
8,464,514	1. A method for regenerating a particulate filter of a direct injection gasoline engine, comprising: increasing an overlap between an intake valve and an exhaust valve of a cylinder and increasing boost to a level where an amount of air passes from an intake manifold to an exhaust system through the cylinder and does n...	1	train_silver
8,889,662	1. A method of altering the sex ratio in avian offspring, the method comprising the acute administration of an adrenal glucocorticosteroid to an ovulating avian female.	0	train_silver

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Green Patent Claims — 50k Balanced Dataset

Binary classification dataset for green patent detection based on CPC Y02 codes. Used across MSc BDS M4 Applied Deep Learning assignments.

Columns

Column	Type	Description
`doc_id`	int64	Patent document identifier
`text`	string	Full patent claim text
`is_green_silver`	int64	Binary label: 1=green (Y02 CPC code), 0=not green
`split`	string	Data split: train_silver (35k), eval_silver (5k), pool_unlabeled (10k)

Splits

Split	Size	Purpose
train_silver	35,000	Training data with CPC-derived silver labels
eval_silver	5,000	Held-out evaluation set (used for all model comparisons)
pool_unlabeled	10,000	Uncertainty sampling pool for active learning

Usage

from datasets import load_dataset
import pandas as pd

# Load full dataset
df = pd.read_parquet("hf://datasets/Peter512/patents-50k-green/patents_50k_green.parquet")

# Get training split
train = df[df["split"] == "train_silver"]
eval_set = df[df["split"] == "eval_silver"]

Models Trained on This Dataset

Peter512/patentsbert-green-a2 — F1=0.8099 (GPT-4o-mini HITL)
Peter512/patentsbert-green-a3 — F1=0.8115 (CrewAI MAS)
Peter512/patentsbert-green-final — F1=0.8097 (QLoRA MAS + Targeted HITL)

Downloads last month: 9

Source:

AI-Growth-Lab/patents_claims_1.5m_train_test

Size:

50,000 patent claims

Balance:

50/50 green (Y02) / not-green

Models trained or fine-tuned on Peter512/patents-50k-green