Update UEX-CleanEnergyConversion_OpenDatasets.md

UEX-CleanEnergyConversion_OpenDatasets.md

@@ -69,8 +69,7 @@ A curated hub for clean energy conversion technologies, including solar, wind, h
 | Electrodeposition of manganese oxide and poly(s-triazine) composites for aqueous electrochemical energy storage | iScience | 2025 | [10.1016/j.isci.2025.113406](https://doi.org/10.1016/j.isci.2025.113406) |
 | Soil carbon formation is promoted by saturation deficit and existing mineral-associated carbon, not by microbial carbon-use efficiency | Science Advances | 2025 | [10.1126/sciadv.adv9482](https://doi.org/10.1126/sciadv.adv9482) |
 | Nanoseed-based physically unclonable function for on-demand encryption | Science Advances | 2025 | [10.1126/sciadv.adt7527](https://doi.org/10.1126/sciadv.adt7527) |
-| <i>Ppp1r3b</i>
-                    is a metabolic switch that shifts hepatic energy storage from lipid to glycogen | Science Advances | 2025 | [10.1126/sciadv.ado3440](https://doi.org/10.1126/sciadv.ado3440) |
+| Ppp1r3b is a metabolic switch that shifts hepatic energy storage from lipid to glycogen | Science Advances | 2025 | [10.1126/sciadv.ado3440](https://doi.org/10.1126/sciadv.ado3440) |
 | Atomic Sn–incorporated subnanopore-rich hard carbon host for highly reversible quasi-metallic Li storage | Science Advances | 2025 | [10.1126/sciadv.ads6483](https://doi.org/10.1126/sciadv.ads6483) |
 | The potential of wastewater treatment on carbon storage through ocean alkalinity enhancement | Science Advances | 2025 | [10.1126/sciadv.ads0313](https://doi.org/10.1126/sciadv.ads0313) |
 | Crustal to mantle melt storage during the evolution of Hawaiian volcanoes | Science Advances | 2025 | [10.1126/sciadv.adu9332](https://doi.org/10.1126/sciadv.adu9332) |
@@ -122,9 +121,7 @@ A curated hub for clean energy conversion technologies, including solar, wind, h
 | The carbon footprint of predicting CO2 storage capacity in metal-organic frameworks within neural networks | iScience | 2024 | [10.1016/j.isci.2024.109644](https://doi.org/10.1016/j.isci.2024.109644) |
 | A synchronous-twisting method to realize radial scalability in fibrous energy storage devices | Science Advances | 2024 | [10.1126/sciadv.ado7826](https://doi.org/10.1126/sciadv.ado7826) |
 | Precision and bias of carbon storage estimations in wetland and mangrove sediments | Science Advances | 2024 | [10.1126/sciadv.adl1079](https://doi.org/10.1126/sciadv.adl1079) |
-| CO
-            <sub>2</sub>
-            capture, geological storage, and mineralization using biobased biodegradable chelating agents and seawater | Science Advances | 2024 | [10.1126/sciadv.adq0515](https://doi.org/10.1126/sciadv.adq0515) |
+| CO2 capture, geological storage, and mineralization using biobased biodegradable chelating agents and seawater | Science Advances | 2024 | [10.1126/sciadv.adq0515](https://doi.org/10.1126/sciadv.adq0515) |
 | Highly oxidized intraplate basalts and deep carbon storage | Science Advances | 2024 | [10.1126/sciadv.adm8138](https://doi.org/10.1126/sciadv.adm8138) |
 | Bichloride-based ionic liquids for the merged storage, processing, and electrolysis of hydrogen chloride | Science Advances | 2024 | [10.1126/sciadv.adn5353](https://doi.org/10.1126/sciadv.adn5353) |
 | A battery dataset for electric vertical takeoff and landing aircraft | Scientific Data | 2023 | [10.1038/s41597-023-02180-5](https://doi.org/10.1038/s41597-023-02180-5) |
@@ -196,11 +193,7 @@ A curated hub for clean energy conversion technologies, including solar, wind, h
 | Aqueous zinc batteries: Design principles toward organic cathodes for grid applications | iScience | 2022 | [10.1016/j.isci.2022.104204](https://doi.org/10.1016/j.isci.2022.104204) |
 | Storage power purchase agreements to enable the deployment of energy storage in Europe | iScience | 2022 | [10.1016/j.isci.2022.104701](https://doi.org/10.1016/j.isci.2022.104701) |
 | Ferroelectric/paraelectric superlattices for energy storage | Science Advances | 2022 | [10.1126/sciadv.abn4880](https://doi.org/10.1126/sciadv.abn4880) |
-| Probing dissolved CO
-                    <sub>2</sub>
-                    (aq) in aqueous solutions for CO
-                    <sub>2</sub>
-                    electroreduction and storage | Science Advances | 2022 | [10.1126/sciadv.abo0399](https://doi.org/10.1126/sciadv.abo0399) |
+| Probing dissolved CO2 in aqueous solutions for CO2 electroreduction and storage | Science Advances | 2022 | [10.1126/sciadv.abo0399](https://doi.org/10.1126/sciadv.abo0399) |
 | Semiautomated synthesis of sequence-defined polymers for information storage | Science Advances | 2022 | [10.1126/sciadv.abl8614](https://doi.org/10.1126/sciadv.abl8614) |
 | Storage and analysis of light-matter entanglement in a fiber-integrated system | Science Advances | 2022 | [10.1126/sciadv.abn3919](https://doi.org/10.1126/sciadv.abn3919) |
 | An open tool for creating battery-electric vehicle time series from empirical data, emobpy | Scientific Data | 2021 | [10.1038/s41597-021-00932-9](https://doi.org/10.1038/s41597-021-00932-9) |
@@ -235,9 +228,7 @@ A curated hub for clean energy conversion technologies, including solar, wind, h
 | Machine learning toward advanced energy storage devices and systems | iScience | 2021 | [10.1016/j.isci.2020.101936](https://doi.org/10.1016/j.isci.2020.101936) |
 | Electrical energy storage using compressed gas in depleted hydraulically fractured wells | iScience | 2021 | [10.1016/j.isci.2021.103459](https://doi.org/10.1016/j.isci.2021.103459) |
 | China's vehicle electrification impacts on sales, fuel use, and battery material demand through 2050: Optimizing consumer and industry decisions | iScience | 2021 | [10.1016/j.isci.2021.103375](https://doi.org/10.1016/j.isci.2021.103375) |
-| Calcification-driven CO
-                    <sub>2</sub>
-                    emissions exceed “Blue Carbon” sequestration in a carbonate seagrass meadow | Science Advances | 2021 | [10.1126/sciadv.abj1372](https://doi.org/10.1126/sciadv.abj1372) |
+| Calcification-driven CO2 emissions exceed “Blue Carbon” sequestration in a carbonate seagrass meadow | Science Advances | 2021 | [10.1126/sciadv.abj1372](https://doi.org/10.1126/sciadv.abj1372) |
 | Controlling electrochemical growth of metallic zinc electrodes: Toward affordable rechargeable energy storage systems | Science Advances | 2021 | [10.1126/sciadv.abe0219](https://doi.org/10.1126/sciadv.abe0219) |
 | Electrochemical DNA synthesis and sequencing on a single electrode with scalability for integrated data storage | Science Advances | 2021 | [10.1126/sciadv.abk0100](https://doi.org/10.1126/sciadv.abk0100) |
 | Ultrahigh power and energy density in partially ordered lithium-ion cathode materials | Nature Energy | 2020 | [10.1038/s41560-020-0573-1](https://doi.org/10.1038/s41560-020-0573-1) |
@@ -319,9 +310,7 @@ A curated hub for clean energy conversion technologies, including solar, wind, h
 | Comparative evaluation of the material consumption and carbon footprint of silicon PV modules | Cell Reports Sustainability | 2026 | [10.1016/j.crsus.2025.100576](https://doi.org/10.1016/j.crsus.2025.100576) |
 | Large terahertz photovoltaic effect enhanced by phonon excitations in ferroelectric semiconductor SbSI | Science Advances | 2026 | [10.1126/sciadv.adw9796](https://doi.org/10.1126/sciadv.adw9796) |
 | Bulk and interface engineering of 1.7 eV–bandgap chalcogenide solar cells enabling record efficiency | Science Advances | 2026 | [10.1126/sciadv.aed4703](https://doi.org/10.1126/sciadv.aed4703) |
-| Chang’E-6 reveals solar wind–dependent H
-                    <sup>−</sup>
-                    ions on the Moon | Science Advances | 2026 | [10.1126/sciadv.adw1162](https://doi.org/10.1126/sciadv.adw1162) |
+| Chang’E-6 reveals solar wind–dependent H-ions on the Moon | Science Advances | 2026 | [10.1126/sciadv.adw1162](https://doi.org/10.1126/sciadv.adw1162) |
 | Global photovoltaic solar panel dataset from 2019 to 2022 | Scientific Data | 2025 | [10.1038/s41597-025-04985-y](https://doi.org/10.1038/s41597-025-04985-y) |
 | CPVPD-2024: A Chinese photovoltaic plant dataset derived via a topography-enhanced deep learning framework | Scientific Data | 2025 | [10.1038/s41597-025-05891-z](https://doi.org/10.1038/s41597-025-05891-z) |
 | Solar PV Generation and Consumption Dataset of an Estonian Residential Dwelling | Scientific Data | 2025 | [10.1038/s41597-025-04747-w](https://doi.org/10.1038/s41597-025-04747-w) |
@@ -399,9 +388,7 @@ A curated hub for clean energy conversion technologies, including solar, wind, h
 | A photovoltaic-electrolysis system with high solar-to-hydrogen efficiency under practical current densities | Science Advances | 2025 | [10.1126/sciadv.ads0836](https://doi.org/10.1126/sciadv.ads0836) |
 | Ultrafast energy transfer beyond the Förster approximation in organic photovoltaic blends with non-fullerene acceptors | Science Advances | 2025 | [10.1126/sciadv.adr5973](https://doi.org/10.1126/sciadv.adr5973) |
 | The role of offshore wind and solar PV resources in global low-carbon transition | Science Advances | 2025 | [10.1126/sciadv.adx5580](https://doi.org/10.1126/sciadv.adx5580) |
-| Quantifying effects of solar power adoption on CO
-            <sub>2</sub>
-            emissions reduction | Science Advances | 2025 | [10.1126/sciadv.adq5660](https://doi.org/10.1126/sciadv.adq5660) |
+| Quantifying effects of solar power adoption on CO2 emissions reduction | Science Advances | 2025 | [10.1126/sciadv.adq5660](https://doi.org/10.1126/sciadv.adq5660) |
 | Large-area radiation-modulated thermoelectric fabrics for high-performance thermal management and electricity generation | Science Advances | 2025 | [10.1126/sciadv.adr2158](https://doi.org/10.1126/sciadv.adr2158) |
 | Flash annealing–engineered wafer-scale relaxor antiferroelectrics for enhanced energy storage performance | Science Advances | 2025 | [10.1126/sciadv.ady2349](https://doi.org/10.1126/sciadv.ady2349) |
 | Robust increase in observed heat storage by the global subsurface | Science Advances | 2025 | [10.1126/sciadv.adw9958](https://doi.org/10.1126/sciadv.adw9958) |
@@ -468,11 +455,7 @@ A curated hub for clean energy conversion technologies, including solar, wind, h
 | Achieving net zero energy heating by integrating the building envelope as a thermal battery | iScience | 2024 | [10.1016/j.isci.2024.109892](https://doi.org/10.1016/j.isci.2024.109892) |
 | Batteries or hydrogen or both for grid electricity storage upon full electrification of 145 countries with wind-water-solar? | iScience | 2024 | [10.1016/j.isci.2024.108988](https://doi.org/10.1016/j.isci.2024.108988) |
 | Wind and solar energy in Small Island Developing States for mitigating global climate change | iScience | 2024 | [10.1016/j.isci.2024.111062](https://doi.org/10.1016/j.isci.2024.111062) |
-| Chemically tuned intermediate band states in atomically thin Cu
-            <i>
-              <sub>x</sub>
-            </i>
-            GeSe/SnS quantum material for photovoltaic applications | Science Advances | 2024 | [10.1126/sciadv.adl6752](https://doi.org/10.1126/sciadv.adl6752) |
+| Chemically tuned intermediate band states in atomically thin Cux GeSe/SnS quantum material for photovoltaic applications | Science Advances | 2024 | [10.1126/sciadv.adl6752](https://doi.org/10.1126/sciadv.adl6752) |
 | Potential climate predictability of renewable energy supply and demand for Texas given the ENSO hidden state | Science Advances | 2024 | [10.1126/sciadv.ado3517](https://doi.org/10.1126/sciadv.ado3517) |
 | Nonsynchronous rotation of icy moon ice shells: The thermal wind perspective | Science Advances | 2024 | [10.1126/sciadv.adk2277](https://doi.org/10.1126/sciadv.adk2277) |
 | Exceptionally gigantic aurora in the polar cap on a day when the solar wind almost disappeared | Science Advances | 2024 | [10.1126/sciadv.adn5276](https://doi.org/10.1126/sciadv.adn5276) |
@@ -600,9 +583,7 @@ A curated hub for clean energy conversion technologies, including solar, wind, h
 | Private vs. public value of U.S. residential battery storage operated for solar self-consumption | iScience | 2022 | [10.1016/j.isci.2022.104714](https://doi.org/10.1016/j.isci.2022.104714) |
 | Heterogeneous changes in electricity consumption patterns of residential distributed solar consumers due to battery storage adoption | iScience | 2022 | [10.1016/j.isci.2022.104352](https://doi.org/10.1016/j.isci.2022.104352) |
 | Addressing gain-bandwidth trade-off by a monolithically integrated photovoltaic transistor | Science Advances | 2022 | [10.1126/sciadv.abq0187](https://doi.org/10.1126/sciadv.abq0187) |
-| Ultrafast response of spontaneous photovoltaic effect in 3R-MoS
-            <sub>2</sub>
-            –based heterostructures | Science Advances | 2022 | [10.1126/sciadv.ade3759](https://doi.org/10.1126/sciadv.ade3759) |
+| Ultrafast response of spontaneous photovoltaic effect in 3R-MoS2–based heterostructures | Science Advances | 2022 | [10.1126/sciadv.ade3759](https://doi.org/10.1126/sciadv.ade3759) |
 | Compositions of carbonaceous-type asteroidal cores in the early solar system | Science Advances | 2022 | [10.1126/sciadv.abo5781](https://doi.org/10.1126/sciadv.abo5781) |
 | Electrostatic dust removal using adsorbed moisture–assisted charge induction for sustainable operation of solar panels | Science Advances | 2022 | [10.1126/sciadv.abm0078](https://doi.org/10.1126/sciadv.abm0078) |
 | Erratum for the Research Article: “Heating events in the nascent solar system recorded by rare earth element isotopic fractionation in refractory inclusions” | Science Advances | 2022 | [10.1126/sciadv.abn5144](https://doi.org/10.1126/sciadv.abn5144) |