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09cb3c72b0c57a07ac47233438a29ecd3b4af682 | Atmospheric alchemy: The energy and cost dynamics of direct air carbon capture | Amid a relentless global climate crisis, the 28th Conference of the Parties (COP28) spotlighted Direct Air Carbon Capture (DACC) as a key intervention to mitigate escalating temperatures and CO2 levels. The Intergovernmental Panel on Climate Change (IPCC) underscores the urgency of this challenge, stipulating the need ... | 2,024 | 2024-07-09T00:00:00 | [
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88b5b970500ffc384721c7e17173570a56834389 | Enhanced Direct Air Carbon Capture on NaX Zeolite by Electric‐Field Enhanced Physical Adsorption and In Situ CO2 Synergistic Effects of Cold Plasma | Direct air carbon capture (DAC) is vital to achieving negative CO2 emissions, with physical adsorption offering a cost‐effective and energy‐efficient solution. an advanced zeolite modification technique is presented using cold plasma, which enhances the CO2 adsorption efficiency of NaX zeolite by 11.5% after just 60 mi... | 2,024 | 2024-08-07T00:00:00 | [
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55d9b569c161fcf9b7ac8ae34be011fa469f02df | Direct air capture (DAC): molten carbonate direct transformation of airborne CO2 to durable, useful carbon nanotubes and nano-onions | The concept and first demonstration of an effective direct air capture molten carbonate chemistry is presented. | 2,025 | null | [
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493ba2f52b0c9f972592230aeb1a54c37eeaabb6 | Prospective environmental burdens and benefits of fast-swing direct air carbon capture and storage | Direct air capture (DAC) in combination with storage of CO2 can lower atmospheric CO2 concentrations. This study investigates the environmental impact of a new fast-swing solid sorbent DAC system, including CO2 transport and storage, over its life cycle, using prospective life cycle assessment. This DAC technology is c... | 2,024 | 2024-07-17T00:00:00 | [
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eb0f4102473d5adfff5380f500933d0ab2013731 | Exploration of a novel electrochemical CN coupling process: Urea synthesis from direct air carbon capture with nitrate wastewater. | Direct air capture (DAC) can be used to decrease the CO2 concentration in the atmosphere, but this requires substantial energy consumption. If residual waste carbon (in the form of bicarbonate solution) from DAC can be directly reused, it might present a novel method for overcoming the aforementioned challenges. Electr... | 2,023 | 2023-12-01T00:00:00 | [
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835b020246c9ee0541a682ebd72cd924626e27c8 | Thermodynamic loss analysis of a liquid-sorbent direct air carbon capture plant | Direct air capture of CO 2 is often presented as a promising technology to help mitigate climate change, although proposed processes are highly energy intensive. We analyze Carbon Engineering’s 1 Mt-CO 2 /year natural-gas-powered direct air capture (DAC) process, which requires 273.2 MW per plant, where we find that 252... | 2,022 | 2022-03-01T00:00:00 | [] | Cell Reports Physical Science | {
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76de0026b0ed90ec5d91cedd22dc9dee9cbcb7d6 | Facile Fabrication of Monodispersed Carbon Sphere: A Pathway Toward Energy-Efficient Direct Air Capture (DAC) Using Amino Acids. | Direct removal of carbon dioxide (CO2 ) from the atmosphere, known as direct air capture (DAC) is attracting worldwide attention as a negative emission technology to control atmospheric CO2 concentrations. However, the energy-intensive nature of CO2 absorption-desorption processes has restricted deployment of DAC opera... | 2,023 | 2023-04-14T00:00:00 | [
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efac2a73c8986dfa518a0f560e377958648cc980 | Direct Air Capture (DAC) for Achieving Net-Zero CO2 Emissions: Advances, Applications, and Challenges | Carbon dioxide (CO2), as the primary greenhouse gas, has significant impacts on global climate change, leading to severe and irreversible adverse consequences for ecosystems and human environments. To address the issue of excessive CO2 emissions, efforts in recent years have yielded significant progress in the developm... | 2,024 | 2024-07-04T00:00:00 | [
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58f9b2b9c5636f0a958c4fc2819800eacc2d4770 | Measuring and Modeling Water and Carbon Dioxide Adsorption on Amine Functionalized Alumina under Direct Air Capture Conditions | Water vapor is an unavoidable component of ambient air that sorbents designed for atmospheric CO2 capture must contend with. Amine functionalized sorbents often exhibit an enhancement of CO2 uptake in the presence of moisture through a variety of mechanisms, and in this work, we investigate the coadsorption of water an... | 2,025 | 2025-03-19T00:00:00 | [
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82a9f3b7444d249bf48787722e6822e640ff25b1 | A review of direct air capture (DAC): scaling up commercial technologies and innovating for the future | Direct air capture (DAC) can provide an impactful, engineered approach to combat climate change by removing carbon dioxide (CO2) from the air. However, to meet climate goals, DAC needs to be scaled at a rapid rate. Current DAC approaches use engineered contactors filled with chemicals to repeatedly capture CO2 from the... | 2,021 | 2021-03-24T00:00:00 | [
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e4987980374fbf3bedac84987a19a146a001dd55 | A new relevant membrane application: CO2 direct air capture (DAC) | Since carbon dioxide (CO2) is the primary greenhouse gas emitted due to human activities into the atmosphere, strong research efforts have been developed towards capturing and 2 decreasing its production. Unfortunately, specific processes and activities make it impossible to avoid CO2 emissions. Among the different str... | 2,022 | 2022-05-01T00:00:00 | [] | Chemical Engineering Journal | {
"name": "Chemical Engineering Journal"
} | 196 | 150 | 0 | true | https://doi.org/10.1016/j.cej.2022.137047 | [] | [
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c8a1bbfdc2d3bd0674e804f12b9b3e90e3da62f4 | Distributed direct air capture by carbon nanofiber air filters | The rising atmospheric CO2 concentration is one of the biggest challenges human civilization faces. Direct air capture (DAC) that removes CO2 from the atmosphere provides great potential in carbon neutralization. However, the massive land use and capital investment of centralized DAC plants and the energy-intensive pro... | 2,025 | 2025-10-17T00:00:00 | [
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"authorId": "2362352190",
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bb420cff79c1ea51ddad53d691363d3963f1407e | Direct air capture-assisted sustainable fuel solution in maritime sector: a carbon footprint perspective | Carbon emissions reduction within the maritime sector is pivotal for realizing zero-carbon goals and mitigating climate impacts. Adopting renewable carbon fuels presents a potent strategy. It is necessary to have a comprehensive understanding of its negative carbon attributes and enduring contributions to future develo... | 2,025 | 2025-05-16T00:00:00 | [
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10a671de0516b753088022bd365ddee2af3bd1c1 | Water-Enhanced Direct Air Capture of Carbon Dioxide in Metal-Organic Frameworks. | We have developed two series of amine-functionalized zirconium (Zr) metal-organic framework-808 (MOF-808), which were produced by postsynthetic modifications to have either amino acids coordinated to Zr ions (MOF-808-AAs) or polyamines covalently bound to the chloro-functionalized structure (MOF-808-PAs). These MOF var... | 2,024 | 2024-01-18T00:00:00 | [
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b033a5d05422ede399b79a8bd1e29e7fb805b372 | Distributed direct air capture of carbon dioxide by synergistic water harvesting | Adsorption-based direct air capture (DAC) of carbon dioxide, using chemisorbents like solid amines, has been widely recognized as a sustainable measure to contain atmospheric CO2 concentrations. However, the productivity and economic viability of DAC have been compromised by the high energy consumption for regenerating... | 2,024 | 2024-11-11T00:00:00 | [
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27213ea88265365870d910f6baa4781e4276445d | A Comparative Study of Different Sorbents in the Context of Direct Air Capture (DAC): Evaluation of Key Performance Indicators and Comparisons | Direct air capture can be based on an adsorption system, and the used sorbent (chemisorbents or physisorbents) influences process. In this work, two amine-functionalized sorbents, as chemisorbents, and three different metal organic frameworks, as physisorbents, are considered and compared in terms of some key performan... | 2,022 | 2022-03-03T00:00:00 | [] | Applied Sciences | {
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09d8422694a7debf4943ea644facd7f5379442e6 | Direct air capture integration with low-carbon heat: Process engineering and power system analysis | Direct air capture (DAC) of carbon dioxide (CO 2 ) is energy intensive given the low concentration ( < 0.1%) of CO 2 in ambient air, but offers relatively strong verification of removals and limited land constraints to scale. Lower temperature solid sorbent based DAC could be coupled on-site with low carbon thermal gen... | 2,024 | 2024-12-01T00:00:00 | [
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10534e06df7c08965899d398816ec57edbd10e35 | Activated Carbon Fiber Felt Composites for the Direct Air Capture of Carbon Dioxide. | Negative emission technologies to mitigate climate change require innovative solutions for the direct air capture (DAC) of CO2 from the atmosphere. K2CO3 readily reacts with CO2 to form KHCO3; however, bulk K2CO3 suffers from very slow sorption kinetics. By incorporating K2CO3 into activated carbon (AC) fiber felts, th... | 2,024 | 2024-09-21T00:00:00 | [
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c9131d124a3cd50bc44af0cbc41ba8564b30c20c | Study of Direct Air Capture (DAC) Using a KOH/K2CO3 Absorbing Solution for CO2 Capture | Direct Air Capture (DAC) consists of sequestrating CO 2 from ambient air using absorption or adsorption mechanisms. Within the former, alkaline solutions, such as KOH, are generally used as the absorbing agent due to the high reached pH values favouring CO 2 absorption. However, these solutions' alkalinity induces high... | 2,022 | null | [] | Social Science Research Network | {
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dea4e7f99c0894db1e80b26cb8c7026fbb394174 | Microwave regeneration and thermal and oxidative stability of imidazolium cyanopyrrolide ionic liquid for direct air capture of carbon dioxide. | Understanding the oxidative and thermal degradation of CO2 sorbents is essential for assessing long-term sorbent stability in direct air capture (DAC). The potential degradation pathway of imidazolium cyanopyrrolide, an ionic liquid (IL) functionalized for superior CO2 capacity and selectivity, was evaluated under acce... | 2,023 | 2023-03-13T00:00:00 | [
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c1d27d49141762d217b5eec771a7fed2156274ab | Advancements and Challenges in Direct Air Capture Technologies: Energy Intensity, Novel Methods, Economics, and Location Strategies | Direct air capture (DAC) technology is increasingly recognized as a key tool in the pursuit of climate neutrality, enabling the removal of carbon dioxide directly from the atmosphere. Despite its potential, DAC remains in the early stages of development, with most installations limited to pilot or demonstration units. ... | 2,025 | 2025-01-22T00:00:00 | [
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0d9251394c0f56bb9f72be1836b7b3884002c3fa | The role of direct air capture in achieving climate-neutral aviation | Growing demand for air travel and limited scalable solutions pose significant challenges to the mitigation of aviation’s climate change impact. Direct air capture (DAC) may gain prominence due to its versatile applications for either carbon removal (direct air carbon capture and storage, DACCS) or synthetic fuel produc... | 2,025 | 2025-01-11T00:00:00 | [
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a57a7ea8110ecfb8ebc49965499a52b23ef5b61f | Carbonation of MgO Single Crystals: Implications for Direct Air Capture of CO2. | Direct air capture (DAC) may be feasible to remove carbon dioxide (CO2) from the atmosphere at the gigaton scale, holding promise to become a major contributor to climate change mitigation. Mineral looping using magnesium oxide (MgO) is potentially an economical, efficient, and sustainable pathway to gigaton-scale DAC.... | 2,025 | 2025-02-10T00:00:00 | [
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d99a5c26d26aa2558a3a9da23e1e6dc70eb757a2 | Perspective on distributed direct air capture: what, why, and how? | Direct air capture (DAC) is widely considered as a critical negative emission technology to not only mitigate but reverse global climate change. While commercially expanding, its efficiency is limited by energy-intensive sorbent regeneration. Here, we highlight distributed DAC as a complement to centralized systems, an... | 2,025 | 2025-05-17T00:00:00 | [
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de8b788bd5ec322d3cd4ff4a6c499aac171a9c47 | Research needs targeting direct air capture of carbon dioxide: Material & process performance characteristics under realistic environmental conditions | null | 2,022 | 2022-01-01T00:00:00 | [] | Korean Journal of Chemical Engineering | {
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c807de39297277b195ae95c824eb9103d59e1a5b | Environmental, economic and social trade-offs of membrane-based direct air capture technologies integrated with CO2 conversion using life cycle assessment | Technological solutions to address climate change are coalescing around renewable energy deployment. Yet, the deployment of renewables alone may not be sufficient to restrict temperature increases in line with Paris Agreement targets. The emergence of carbon negative technologies to bridge this shortfall is needed and ... | 2,025 | 2025-01-01T00:00:00 | [
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ce325bf4c0328494a8b12f98878ce3284af2bf04 | Economically viable geological CO2 storage from direct air capture has critical threshold of 70% CO2 concentration | Direct Air Capture (DAC), a key component of Carbon Capture and Storage (CCS), has been widely studied. However, its large-scale deployment is hindered by the high energy cost of purifying captured CO2. Using impure CO2 can reduce energy consumption and overall costs, but it also lowers storage efficiency. This work em... | 2,025 | 2025-07-15T00:00:00 | [
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d5d8fbadab25c07d0d73761aa87580727d547cf6 | Integrated direct air CO2 capture and utilization via in-situ catalytic conversion to fuels and chemicals using dual functional materials: Recent progresses and perspectives | null | 2,025 | 2025-01-10T00:00:00 | [
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e5dae63bdd8f0f337f3bdcd9985a53cb88c5c665 | Carbon Capture from Natural Gas Flue Emissions and Air via (Bi)Carbonate Formation in a Cyclodextrin-Based Metal-Organic Framework. | Carbon capture and utilization or sequestration (CCUS) from industrial point sources and direct air capture (DAC) are both necessary to curb the rising atmospheric levels of CO2. Amine scrubbers, the current leading carbon capture technology, suffer from poor oxidative and thermal stability, limiting their long-term cy... | 2,025 | 2025-07-10T00:00:00 | [
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6f3a0e38aef3873980c1d0beafbe33edc92d6f93 | Neo-Carbon Food concept: A pilot-scale hybrid biological–inorganic system with direct air capture of carbon dioxide | Abstract The pace at which the human population is growing raises serious concerns related to food security while at the same time conventional agriculture-based food production is becoming a major cause of environmental pollution and greenhouse gas emissions. Numerous solutions have been proposed to boost food product... | 2,021 | null | [] | null | {
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7dac5d54ac8d44b4b007a9a32492f16d67690e99 | Cost Analysis of Direct Air Capture and Sequestration Coupled to Low-Carbon Thermal Energy in the U.S. | Negative emissions technologies will play an important role in preventing 2°C warming by 2100. The next decade is critical for technological innovation and deployment to meet mid-century carbon removal goals of 10 - 20 GtCO2 /yr. Direct air capture (DAC) is positioned to play a critical role in carbon removal, yet rema... | 2,020 | 2020-05-15T00:00:00 | [
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955877f4955dd4211d99c5646d59f517aad81788 | Carbon Purchase Agreements, Dactories, and Supply-Chain Innovation: What Will It Take to Scale-Up Modular Direct Air Capture Technology to a Gigatonne Scale | Natural and engineered carbon dioxide removal have become regular features of climate models which limit warming to 1.5°C or even 2°C above pre-industrial levels. This gives rise to an assumption that solutions, for example direct air capture (DAC)—involving the direct removal of carbon dioxide from ambient air—can be ... | 2,021 | 2021-04-07T00:00:00 | [] | Frontiers in Climate | {
"volume": "3"
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779b2ba2830a15d4e5f5749da6916c93578d0728 | Membrane Separation Technology in Direct Air Capture | Direct air capture (DAC) is an emerging negative CO2 emission technology that aims to introduce a feasible method for CO2 capture from the atmosphere. Unlike carbon capture from point sources, which deals with flue gas at high CO2 concentrations, carbon capture directly from the atmosphere has proved difficult due to t... | 2,024 | 2024-01-24T00:00:00 | [
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6a745a35c03dd71d78d4d1613af8f0da74a931ca | How Low-Carbon Heat Requirements for Direct Air Capture of CO2 Can Enable the Expansion of Firm Low-Carbon Electricity Generation Resources | A rapid build-out of direct air capture (DAC), deployed in order to mitigate climate change, will require significant amounts of both low-carbon thermal and electrical energy. Firm low-carbon power resources, including nuclear, geothermal, or natural gas with carbon capture, which also will become more highly valued as... | 2,021 | 2021-09-07T00:00:00 | [] | Frontiers in Climate | {
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cd759fa1911b67598823faa80e9f7e9f420472e0 | Polymer Sorbent Design for the Direct Air Capture of CO2 | Anthropogenic activities have resulted in enormous increases in atmospheric CO2 concentrations particularly since the onset of the Industrial Revolution, which have potential links with increased global temperatures, rising sea levels, increased prevalence, and severity of natural disasters, among other consequences. T... | 2,024 | 2024-03-30T00:00:00 | [
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ef24c1460d9a0983d51120c4980f046725b53456 | Assessing Impacts of Atmospheric Conditions on Efficiency and Siting of Large-Scale Direct Air Capture Facilities | The cost and efficiency of direct air capture (DAC) of carbon dioxide (CO2) will be decisive in determining whether this technology can play a large role in decarbonization. To probe the role of meteorological conditions on DAC we examine, at 1 × 1° resolution for the continental United States (U.S.), the impacts of te... | 2,024 | 2024-05-01T00:00:00 | [
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7d0a6885b8e20900bb89f8eeebc88288919ff0bd | Assessment of the Potential of Electrochemical Steps in Direct Air Capture through Techno-Economic Analysis | Direct air capture (DAC) technologies are proposed to reduce the atmospheric CO2 concentration to mitigate climate change and simultaneously provide carbon as a feedstock independent of fossil resources. The currently high energy demand and cost of DAC technologies are challenging and could limit the significance of DA... | 2,024 | 2024-08-05T00:00:00 | [
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fd44b759059b6a7ce392c8410732fcfb3f9af623 | Integrating direct air capture with small modular nuclear reactors: understanding performance, cost, and potential | Direct air capture (DAC) is a key component in the transition to net-zero society. However, its giga-tonne deployment faces daunting challenges in terms of availability of both financial resources and, most of all, large quantities of low-carbon energy. Within this context, small modular nuclear reactors (SMRs) might p... | 2,024 | 2024-01-29T00:00:00 | [
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0bcae2dc1ae2849e8b3b8a9fb630968e173d42a4 | Probing Structural Transformations and Degradation Mechanisms by Direct Observation in SIFSIX-3-Ni for Direct Air Capture. | Despite global efforts to reduce carbon dioxide (CO2) emissions, continued industrialization threatens to exacerbate climate change. This work investigates methods to capture CO2, with a focus on the SIFSIX-3-Ni metal-organic framework (MOF) as a direct air capture (DAC) sorbent. SIFSIX-3-Ni exhibits promising CO2 adso... | 2,024 | 2024-01-25T00:00:00 | [
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7a89db78ae5096be54df544b19e8ecbbf043e5b6 | Carbon dioxide direct air capture for effective climate change mitigation based on renewable electricity: a new type of energy system sector coupling | Pathways for achieving the 1.5–2 °C global temperature moderation target imply a massive scaling of carbon dioxide (CO 2 ) removal technologies, in particular in the 2040s and onwards. CO 2 direct air capture (DAC) is among the most promising negative emission technologies (NETs). The energy demands for low-temperature... | 2,019 | 2019-02-13T00:00:00 | [] | Mitigation and Adaptation Strategies for Global Change | {
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d150e9b818afa117a00fb5bb80755fa2d2c73bdd | Life cycle carbon efficiency of Direct Air Capture systems with strong hydroxide sorbents | Abstract Direct Air Capture (DAC) of carbon dioxide (CO2) from ambient air has the potential to combat climate change. DAC systems capture CO2 using a sorbent material and compress it for storage. In this study, we calculated the life cycle carbon efficiency (Ec) of a DAC system which equals the net amount of carbon st... | 2,019 | null | [] | International Journal of Greenhouse Gas Control | {
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8c725c9be811f5a7a9a49505bdbee3886a4cd721 | Facile Synthesis of Self-supported Solid Amine Sorbents for Direct Air Capture. | Conventional usage of tetraethylenepentamine (TEPA) via being supported on porous solid materials for carbon capture is susceptible to oxidative degradation during regeneration cycles. This study reports a novel method to synthesize a TEPA based solid polymer for efficient CO2 removal via direct air capture (DAC). The ... | 2,024 | 2024-04-25T00:00:00 | [
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b181c979a94a6cd019f2527da4c018de19c59371 | WikiCoder: Learning to Write Knowledge-Powered Code | We tackle the problem of automatic generation of computer programs from a few pairs of input-output examples. The starting point of this work is the observation that in many applications a solution program must use external knowledge not present in the examples: we call such programs knowledge-powered since they can re... | 2,023 | 2023-03-15T00:00:00 | [
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688a46050b8a0fa9c9d414af024f68c5c73df11c | Template-based Neural Program Repair | In recent years, template-based and NMT-based automated program repair methods have been widely studied and achieved promising results. However, there are still disadvantages in both methods. The template-based methods cannot fix the bugs whose types are beyond the capabilities of the templates and only use the syntax ... | 2,023 | 2023-05-01T00:00:00 | [
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0b3c894f6b60032e0b720121e0060f72aff466c1 | RetypeR: Integrated Retrieval-based Automatic Program Repair for Python Type Errors | Python is a widely popular dynamic programming language. While Python's dynamic type system facilitates the development of Python programs, it also introduces type errors at run-time which are often challenging to repair. Large language models (LLMs) have recently demonstrated impressive performance in code understandi... | 2,024 | 2024-10-06T00:00:00 | [
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ae50c8e255ba55bdbbb05ea470aa63437534438e | Agentless: Demystifying LLM-based Software Engineering Agents | Recent advancements in large language models (LLMs) have significantly advanced the automation of software development tasks, including code synthesis, program repair, and test generation. More recently, researchers and industry practitioners have developed various autonomous LLM agents to perform end-to-end software d... | 2,024 | 2024-07-01T00:00:00 | [
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"name": "ArXiv",
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af9df109e409b485e1337362431ba61623195145 | Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM | LLMs have become the go-to choice for code generation tasks, with an exponential increase in the training, development, and usage of LLMs specifically for code generation. To evaluate the ability of LLMs on code, both academic and industry practitioners rely on popular handcrafted benchmarks. However, prior benchmarks ... | 2,024 | 2024-03-28T00:00:00 | [
"JournalArticle"
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"name": "ArXiv",
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a669ea57529f4db630043c8c75d8f840c485d24d | RLTF: Reinforcement Learning from Unit Test Feedback | The goal of program synthesis, or code generation, is to generate executable code based on given descriptions. Recently, there has been an increasing number of studies employing reinforcement learning (RL) to improve the performance of large language models (LLMs) for code. However, current representative works either ... | 2,023 | 2023-07-10T00:00:00 | [
"JournalArticle"
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8e7378140c002a34b7ac30fc1c1eaf1c5dac5ed5 | Synergizing human expertise and AI efficiency with language model for microscopy operation and automated experiment design | With the advent of large language models (LLMs), in both the open source and proprietary domains, attention is turning to how to exploit such artificial intelligence (AI) systems in assisting complex scientific tasks, such as material synthesis, characterization, analysis and discovery. Here, we explore the utility of ... | 2,024 | 2024-01-24T00:00:00 | [
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94701d9c6cfc1aecc174ff62ccda939f790c1710 | ReGAL: Refactoring Programs to Discover Generalizable Abstractions | While large language models (LLMs) are increasingly being used for program synthesis, they lack the global view needed to develop useful abstractions; they generally predict programs one at a time, often repeating the same functionality. Generating redundant code from scratch is both inefficient and error-prone. To add... | 2,024 | 2024-01-29T00:00:00 | [
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85741da758cc3a37bc457b3dcff20b2114dc42f7 | Statically Contextualizing Large Language Models with Typed Holes | Large language models (LLMs) have reshaped the landscape of program synthesis. However, contemporary LLM-based code completion systems often hallucinate broken code because they lack appropriate code context, particularly when working with definitions that are neither in the training data nor near the cursor. This pape... | 2,024 | 2024-09-02T00:00:00 | [
"JournalArticle"
] | Proc. ACM Program. Lang. | {
"name": "Proceedings of the ACM on Programming Languages",
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{
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14d8a161e467cfb7d6ce6155ea35a683a18369c3 | HumanEval on Latest GPT Models - 2024 | In 2023, we are using the latest models of GPT-4 to advance program synthesis. The large language models have significantly improved the state-of-the-art for this purpose. To make these advancements more accessible, we have created a repository that connects these models to Huamn Eval. This dataset was initally develop... | 2,024 | 2024-02-20T00:00:00 | [
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190a0ffb48e3f3ca8115f8e673f5ed98990ffed8 | Large Language Models Synergize with Automated Machine Learning | Recently, program synthesis driven by large language models (LLMs) has become increasingly popular. However, program synthesis for machine learning (ML) tasks still poses significant challenges. This paper explores a novel form of program synthesis, targeting ML programs, by combining LLMs and automated machine learnin... | 2,024 | 2024-05-06T00:00:00 | [
"JournalArticle"
] | Trans. Mach. Learn. Res. | {
"name": "Trans. Mach. Learn. Res.",
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3055348a730dcaa4d7634e13f6915db7d6628d0c | BatFix: Repairing language model-based transpilation | To keep up with changes in requirements, frameworks, and coding practices, software organizations might need to migrate code from one language to another. Source-to-source migration, or transpilation, is often a complex, manual process. Transpilation requires expertise both in the source and target language, making it ... | 2,024 | 2024-04-12T00:00:00 | [
"JournalArticle"
] | ACM Transactions on Software Engineering and Methodology | {
"name": "ACM Transactions on Software Engineering and Methodology",
"pages": "1 - 29",
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