Energy Sciences

eScholarship stats: Breakdown by Item for March through June, 2025

Item	Title	Total requests	Download	View-only	%Dnld
3h26p692	Commentary: The Materials Project: A materials genome approach to accelerating materials innovation	616	171	445	27.8%
30v0j6cc	Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis	350	221	129	63.1%
6h09z7vt	2024 roadmap on magnetic microscopy techniques and their applications in materials science	265	203	62	76.6%
65v9z5vp	Accelerating the discovery of materials for clean energy in the era of smart automation	255	60	195	23.5%
0r27j85x	Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices	214	127	87	59.3%
2sw1k2zb	Uncharted Waters: Super-Concentrated Electrolytes	189	49	140	25.9%
7r45h4mf	Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature	142	92	50	64.8%
4zn0m4nd	Submonomer synthesis of sequence defined peptoids with diverse side-chains	133	61	72	45.9%
1tz584tz	A Review on Challenges and Successes in Atomic-Scale Design of Catalysts for Electrochemical Synthesis of Hydrogen Peroxide	131	69	62	52.7%
7zz1s3tj	Systematic softening in universal machine learning interatomic potentials	129	55	74	42.6%
7dn0r6mz	The lithiation process and Li diffusion in amorphous SiO 2 and Si from first-principles	128	83	45	64.8%
9ts2x2wh	High-throughput Computational Study of Halide Double Perovskite Inorganic Compounds	126	60	66	47.6%
3cz511v8	Prospects for Employing Lithium Copper Phosphates as High-Voltage Li-Ion Cathodes	123	24	99	19.5%
1xf1k15d	Wide Band Gap Chalcogenide Semiconductors	122	25	97	20.5%
0sj353dg	Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures	121	73	48	60.3%
4k1421zn	Computational Approach for Epitaxial Polymorph Stabilization through Substrate Selection	114	60	54	52.6%
4s5599qn	Interface-induced phenomena in magnetism	113	23	90	20.4%
98h4k4mw	Metallacyclic actinide catalysts for dinitrogen conversion to ammonia and secondary amines	110	9	101	8.2%
7dt9s03j	Quantum chemical calculations of lithium-ion battery electrolyte and interphase species	109	53	56	48.6%
2mp2d1f0	Understanding the Role of SEI Layer in Low-Temperature Performance of Lithium-Ion Batteries	107	33	74	30.8%
2qw922pr	New insights into Mn2+ and Mg2+ inhibition of calcite growth	106	45	61	42.5%
8zh4w179	Magnetic Solitons in Hierarchical 3D Magnetic Nanoarchitectures of Nanoflower Shape	105	33	72	31.4%
1gw7c1zq	The influence of FEC on the solvation structure and reduction reaction of LiPF6/EC electrolytes and its implication for solid electrolyte interphase formation	104	49	55	47.1%
34f7968w	The road to 3-dim nanomagnetism: Steep curves and architectured crosswalks	103	42	61	40.8%
74b7j1wx	ChemEnv: a fast and robust coordination environment identification tool	103	45	58	43.7%
8990k55q	Imaging the magnetic nanowire cross section and magnetic ordering within a suspended 3D artificial spin-ice	103	57	46	55.3%
9bs4921x	Onsager Transport Coefficients and Transference Numbers in Polyelectrolyte Solutions and Polymerized Ionic Liquids	102	32	70	31.4%
94h095v8	Magnetoelastic resonance as a probe for exchange springs at antiferromagnet-ferromagnet interfaces	99	19	80	19.2%
13z5q49m	Ion Association Constants for Lithium Ion Battery Electrolytes from First-Principles Quantum Chemistry	98	22	76	22.4%
56p5h7h0	Structured information extraction from scientific text with large language models	97	39	58	40.2%
17g8k1pz	Automated Adsorption Workflow for Semiconductor Surfaces and the Application to Zinc Telluride	95	24	71	25.3%
9m45379b	Database of ab initio L-edge X-ray absorption near edge structure	94	36	58	38.3%
2071m426	Magnetism in curved geometries	93	39	54	41.9%
23s4511f	Data-Driven Prediction of Formation Mechanisms of Lithium Ethylene Monocarbonate with an Automated Reaction Network	93	45	48	48.4%
3gz199kx	2025 roadmap on 3D nanomagnetism	93	23	70	24.7%
4c1707n2	Toward a Mechanistic Model of Solid–Electrolyte Interphase Formation and Evolution in Lithium-Ion Batteries	93	18	75	19.4%
74j710x8	Contrasting behaviour under pressure reveals the reasons for pyramidalization in tris(amido)uranium(III) and tris(arylthiolate) uranium(III) molecules	93	26	67	28.0%
288512jr	Crystallization in Sequence-Defined Peptoid Diblock Copolymers Induced by Microphase Separation	92	10	82	10.9%
8rc7m5jp	Science and technology of 3D magnetic nanostructures	91	19	72	20.9%
2574s7mj	Li5VF4(SO4)2: A Prototype High-Voltage Li-Ion Cathode	90	27	63	30.0%
8jz4q19m	Quantifying the topology of magnetic skyrmions in three dimensions	90	31	59	34.4%
7436s6jd	Transport Phenomena in Low Temperature Lithium-Ion Battery Electrolytes	89	47	42	52.8%
0kf312br	Evaluating Cryo‐TEM Reconstruction Accuracy of Self‐Assembled Polymer Nanostructures	88	28	60	31.8%
9wh4m06t	Kinetics of D/H isotope fractionation between molecular hydrogen and water	88	9	79	10.2%
6qb0x6rr	CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling	87	27	60	31.0%
19s2r8d9	Evaluation of Amorphous Oxide Coatings for High-Voltage Li-Ion Battery Applications Using a First-Principles Framework	86	42	44	48.8%
3x56v12n	Dinuclear Ce(IV) Aryloxides: Highly Active Catalysts for Anhydride/Epoxide Ring-Opening Copolymerization	85	26	59	30.6%
0rp8n52q	Key Intermediate Nanostructures in the Self-Assembly of Amphiphilic Polypeptoids Revealed by Cryo-TEM	84	23	61	27.4%
3390m5r9	Integrated Nano-Domains of Disordered and Ordered Spinel Phases in LiNi0.5Mn1.5O4 for Li-Ion Batteries	84	35	49	41.7%
3s8825bm	Tuning the Solvation Structure in Aqueous Zinc Batteries to Maximize Zn-Ion Intercalation and Optimize Dendrite-Free Zinc Plating	83	39	44	47.0%

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