Energy Storage & Distributed Resources

eScholarship stats: Breakdown by Item for July through October, 2026

Item	Title	Total requests	Download	View-only	%Dnld
9532z8t0	Data-driven prediction of battery cycle life before capacity degradation	3,174	1,530	1,644	48.2%
4w49b5cb	An autonomous laboratory for the accelerated synthesis of inorganic materials	1,868	314	1,554	16.8%
4kb4s6pg	Author Correction: An autonomous laboratory for the accelerated synthesis of inorganic materials	1,420	136	1,284	9.6%
3h26p692	Commentary: The Materials Project: A materials genome approach to accelerating materials innovation	930	468	462	50.3%
30v0j6cc	Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis	924	496	428	53.7%
0w20x1dp	Nickel–Iron Oxyhydroxide Oxygen-Evolution Electrocatalysts: The Role of Intentional and Incidental Iron Incorporation	892	567	325	63.6%
117547r6	Closed-loop optimization of fast-charging protocols for batteries with machine learning	879	377	502	42.9%
95r3v8xk	Efficient hydrogen peroxide generation using reduced graphene oxide-based oxygen reduction electrocatalysts	847	652	195	77.0%
6qv9r31x	Accelerated data-driven materials science with the Materials Project	795	500	295	62.9%
4794p4mt	A review of thermal physics and management inside lithium-ion batteries for high energy density and fast charging	766	304	462	39.7%
43p58999	Transport phenomena in electrolyte solutions: Nonequilibrium thermodynamics and statistical mechanics	761	221	540	29.0%
51z9m46x	Proton Exchange Membrane (PEM) Water Electrolysis: Cell-Level Considerations for Gigawatt-Scale Deployment	760	624	136	82.1%
082091b4	Unsupervised word embeddings capture latent knowledge from materials science literature	730	371	359	50.8%
6jn170sr	Matminer: An open source toolkit for materials data mining	722	324	398	44.9%
90q1d629	A prototype cooling blanket for mitigating occupant overheating risk in a hot indoor environment: Modeling and assessments	668	280	388	41.9%
6pf002vg	Machine learning in materials research: Developments over the last decade and challenges for the future	630	283	347	44.9%
9nk6x9pm	Primary material supply configurations and domestic recycling for cost-effective battery material production in the US	628	84	544	13.4%
83j0h96d	Cation-disordered rocksalt-type high-entropy cathodes for Li-ion batteries	623	354	269	56.8%
4h95g09b	Identification of the strong Brønsted acid site in a metal–organic framework solid acid catalyst	614	356	258	58.0%
8087g0x8	Next-generation anodes for high-energy and low-cost sodium-ion batteries	610	408	202	66.9%
0fr1q984	Temperature-adaptive radiative coating for all-season household thermal regulation	605	380	225	62.8%
8p95b305	Are solid-state batteries safer than lithium-ion batteries?	602	44	558	7.3%
17k6613t	Optimization of catholyte for halide-based all-solid-state batteries	594	228	366	38.4%
18694400	Accelerated Stress Testing (AST) Protocol Development for Heavy-Duty Fuel Cells	593	47	546	7.9%
6q92n2qh	Non-topotactic reactions enable high rate capability in Li-rich cathode materials	568	336	232	59.2%
0758z549	Techno-economic and carbon dioxide emission assessment of carbon black production	555	179	376	32.3%
9tq865nr	Evaluation of various passive cooling solutions in decarbonizing the Indonesian residential building sector in tropical climates	549	254	295	46.3%
2mt97497	Automated defect identification in electroluminescence images of solar modules	547	246	301	45.0%
5p24x41w	Self-Heating Conductive Ceramic Composites for High Temperature Thermal Energy Storage	538	290	248	53.9%
7bz829ph	Brackish water desalination using reverse osmosis and capacitive deionization at the water-energy nexus	533	270	263	50.7%
50n7g0rb	Multi-scale physics of bipolar membranes in electrochemical processes	524	385	139	73.5%
3nt0c17c	Hydrogen production with seawater-resilient bipolar membrane electrolyzers	504	300	204	59.5%
53q6z8c7	Assessing cathode–electrolyte interphases in batteries	491	325	166	66.2%
4vb5x6g9	Cobalt–Iron (Oxy)hydroxide Oxygen Evolution Electrocatalysts: The Role of Structure and Composition on Activity, Stability, and Mechanism	489	81	408	16.6%
7jh9g3t5	Computational predictions of energy materials using density functional theory	486	262	224	53.9%
0sj353dg	Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures	478	359	119	75.1%
7wr2k0s0	Rational solvent molecule tuning for high-performance lithium metal battery electrolytes	469	128	341	27.3%
65v9z5vp	Accelerating the discovery of materials for clean energy in the era of smart automation	456	291	165	63.8%
56p5h7h0	Structured information extraction from scientific text with large language models	455	315	140	69.2%
5477c89r	The Secondary Alkaline Zinc Electrode	450	152	298	33.8%
1xr4f1fm	Open data sets for assessing photovoltaic system reliability	447	401	46	89.7%
0s77f8mr	Probing Electrode Transformation under Dynamic Operation for Alkaline Water Electrolysis	445	319	126	71.7%
2t41t1zx	Recent advances and applications of deep learning methods in materials science	445	370	75	83.1%
18h3f02f	Ultrathin ferroic HfO2–ZrO2 superlattice gate stack for advanced transistors	441	231	210	52.4%
0hc3w1np	Analysis of bipolar membranes for electrochemical CO 2 capture from air and oceanwater	440	291	149	66.1%
40q323xt	Voltage-Based Strategies for Preventing Battery Degradation under Diverse Fast-Charging Conditions	436	309	127	70.9%
8q37k1gp	A critical review of point-of-use drinking water treatment in the United States	435	353	82	81.1%
0wc8c7q0	Optimization of Tape Casting for Fabrication of Li6.25Al0.25La3Zr2O12 Sheets	434	201	233	46.3%
7r45h4mf	Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature	433	282	151	65.1%
6wt4r0x7	High-throughput Li plating quantification for fast-charging battery design	430	125	305	29.1%

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Note: Due to the evolving nature of web traffic, the data presented here should be considered approximate and subject to revision. Learn more.