Energy Sciences

eScholarship stats: Breakdown by Item for January through April, 2025

Item	Title	Total requests	Download	View-only	%Dnld
3h26p692	Commentary: The Materials Project: A materials genome approach to accelerating materials innovation	528	88	440	16.7%
30v0j6cc	Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis	342	231	111	67.5%
0r27j85x	Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices	208	130	78	62.5%
65v9z5vp	Accelerating the discovery of materials for clean energy in the era of smart automation	180	57	123	31.7%
3cz511v8	Prospects for Employing Lithium Copper Phosphates as High-Voltage Li-Ion Cathodes	127	15	112	11.8%
7r45h4mf	Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature	112	88	24	78.6%
2mp2d1f0	Understanding the Role of SEI Layer in Low-Temperature Performance of Lithium-Ion Batteries	102	42	60	41.2%
7dn0r6mz	The lithiation process and Li diffusion in amorphous SiO 2 and Si from first-principles	98	75	23	76.5%
98h4k4mw	Metallacyclic actinide catalysts for dinitrogen conversion to ammonia and secondary amines	98	11	87	11.2%
4s5599qn	Interface-induced phenomena in magnetism	95	14	81	14.7%
4zn0m4nd	Submonomer synthesis of sequence defined peptoids with diverse side-chains	91	55	36	60.4%
0sj353dg	Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures	85	61	24	71.8%
1tz584tz	A Review on Challenges and Successes in Atomic-Scale Design of Catalysts for Electrochemical Synthesis of Hydrogen Peroxide	83	47	36	56.6%
32q6c89k	Zinc Titanium Nitride Semiconductor toward Durable Photoelectrochemical Applications	83	4	79	4.8%
74j710x8	Contrasting behaviour under pressure reveals the reasons for pyramidalization in tris(amido)uranium(III) and tris(arylthiolate) uranium(III) molecules	83	13	70	15.7%
94h095v8	Magnetoelastic resonance as a probe for exchange springs at antiferromagnet-ferromagnet interfaces	83	12	71	14.5%
8zh4w179	Magnetic Solitons in Hierarchical 3D Magnetic Nanoarchitectures of Nanoflower Shape	82	19	63	23.2%
62n0306z	Quantifying Species Populations in Multivalent Borohydride Electrolytes	81	7	74	8.6%
4k1421zn	Computational Approach for Epitaxial Polymorph Stabilization through Substrate Selection	79	43	36	54.4%
1xf1k15d	Wide Band Gap Chalcogenide Semiconductors	78	21	57	26.9%
9ts2x2wh	High-throughput Computational Study of Halide Double Perovskite Inorganic Compounds	77	42	35	54.5%
1gw7c1zq	The influence of FEC on the solvation structure and reduction reaction of LiPF6/EC electrolytes and its implication for solid electrolyte interphase formation	75	38	37	50.7%
2574s7mj	Li5VF4(SO4)2: A Prototype High-Voltage Li-Ion Cathode	74	14	60	18.9%
13z5q49m	Ion Association Constants for Lithium Ion Battery Electrolytes from First-Principles Quantum Chemistry	73	8	65	11.0%
6qb0x6rr	CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling	72	34	38	47.2%
91p8599g	Redox-Controlled Reactivity at Boron: Parallels to Frustrated Lewis/Radical Pair Chemistry	72	8	64	11.1%
3zx8g1pz	Circularity in mixed-plastic chemical recycling enabled by variable rates of polydiketoenamine hydrolysis	70	5	65	7.1%
9bs4921x	Onsager Transport Coefficients and Transference Numbers in Polyelectrolyte Solutions and Polymerized Ionic Liquids	65	15	50	23.1%
9wh4m06t	Kinetics of D/H isotope fractionation between molecular hydrogen and water	65	15	50	23.1%
2sw1k2zb	Uncharted Waters: Super-Concentrated Electrolytes	63	18	45	28.6%
87r651ht	Rapid generation of optimal generalized Monkhorst-Pack grids	63	26	37	41.3%
23s4511f	Data-Driven Prediction of Formation Mechanisms of Lithium Ethylene Monocarbonate with an Automated Reaction Network	59	47	12	79.7%
7436s6jd	Transport Phenomena in Low Temperature Lithium-Ion Battery Electrolytes	59	41	18	69.5%
9m45379b	Database of ab initio L-edge X-ray absorption near edge structure	58	22	36	37.9%
56p5h7h0	Structured information extraction from scientific text with large language models	57	18	39	31.6%
17g8k1pz	Automated Adsorption Workflow for Semiconductor Surfaces and the Application to Zinc Telluride	56	20	36	35.7%
6h09z7vt	2024 roadmap on magnetic microscopy techniques and their applications in materials science	56	31	25	55.4%
1b18v7ht	Reactivity of the molecular magnesium hydride cation [MgH]+ supported by an NNNN macrocycle	55	5	50	9.1%
2qw922pr	New insights into Mn2+ and Mg2+ inhibition of calcite growth	54	22	32	40.7%
5b68h9r5	Skeletides: A Modular, Simplified Physical Model of Protein Secondary Structure	54	15	39	27.8%
4c1707n2	Toward a Mechanistic Model of Solid–Electrolyte Interphase Formation and Evolution in Lithium-Ion Batteries	53	12	41	22.6%
19s2r8d9	Evaluation of Amorphous Oxide Coatings for High-Voltage Li-Ion Battery Applications Using a First-Principles Framework	52	25	27	48.1%
6c66k0mz	Ferromagnet/Two-Dimensional Semiconducting Transition-Metal Dichalcogenide Interface with Perpendicular Magnetic Anisotropy	52	22	30	42.3%
9jv1p554	Production of C2/C3 Oxygenates from Planar Copper Nitride-Derived Mesoporous Copper via Electrochemical Reduction of CO2	52	30	22	57.7%
2j8503k9	Actinide tetra-N-heterocyclic carbene ‘sandwiches’	51	4	47	7.8%
3h77d5bj	Evaluation of mineral reactive surface area estimates for prediction of reactivity of a multi-mineral sediment	51	2	49	3.9%
7zz1s3tj	Systematic softening in universal machine learning interatomic potentials	51	17	34	33.3%
9gf684r6	Origin of Electrochemical, Structural, and Transport Properties in Nonaqueous Zinc Electrolytes	51	30	21	58.8%
21t340qb	Rutile Alloys in the Mn–Sb–O System Stabilize Mn3+ To Enable Oxygen Evolution in Strong Acid	50	35	15	70.0%
544255qx	The Electrolyte Genome project: A big data approach in battery materials discovery	49	15	34	30.6%

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