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12

CHIPS-FF: Evaluating Universal Machine Learning Force Fields for Material Properties

15 January 2025 by Daniel Wines and Kamal Choudhary at

National Institute of Standards and Technology

Materials Science, Computational Physics

A combined Quantum Monte Carlo and DFT study of the strain response and magnetic properties of two-dimensional (2D) 1T-VSe_2 with charge density wave

27 September 2024 by Daniel Wines and others

Materials Science, Strongly Correlated Electrons

Towards improved property prediction of two-dimensional (2D) materials using many-body Quantum Monte Carlo methods

4 June 2024 by Daniel Wines and others

Materials Science

Data-driven Design of High Pressure Hydride Superconductors using DFT and Deep Learning

31 May 2024 by Daniel Wines and Kamal Choudhary at

National Institute of Standards and Technology

Materials Science, Superconductivity

JARVIS-Leaderboard: A Large Scale Benchmark of Materials Design Methods

26 March 2024 by Kamal Choudhary and others

Materials Science

Modeling Chemical Exfoliation of Non-van der Waals Chromium Sulfides by Machine Learning Interatomic Potentials and Monte Carlo Simulations

10 December 2023 by Akram Ibrahim and others

Materials Science, Disordered Systems and Neural Networks

Recent progress in the JARVIS infrastructure for next-generation data-driven materials design

25 October 2023 by Daniel Wines and others

Materials Science

Inverse design of next-generation superconductors using data-driven deep generative models

18 April 2023 by Daniel Wines and others

Superconductivity, Materials Science

High-Throughput DFT-Based Discovery of Next Generation Two-Dimensional (2D) Superconductors

10 February 2023 by Daniel Wines and others

Superconductivity

A Quantum Monte Carlo study of the structural, energetic, and magnetic properties of two-dimensional (2D) H and T phase VSe_2

26 January 2023 by Daniel Wines and others

Strongly Correlated Electrons

Systematic DFT+U and Quantum Monte Carlo benchmark of magnetic two-dimensional (2D) CrX_3 (X = I, Br, Cl, F)

13 January 2023 by Daniel Wines and others

Strongly Correlated Electrons, Materials Science

The intrinsic ferromagnetism of two-dimensional (2D) MnO_2 revisited: A many-body Quantum Monte Carlo and DFT+U study

16 March 2022 by Daniel Wines and others

Strongly Correlated Electrons, Materials Science

A pathway towards high throughput Quantum Monte Carlo simulations for alloys: A case study of two-dimensional (2D) GaS_xSe_{1-x}

13 July 2021 by Daniel Wines and others

Materials Science

A first-principles Quantum Monte Carlo study of two-dimensional (2D) GaSe

21 October 2020 by Daniel Wines and others

Materials Science

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Materials Science Superconductivity Strongly Correlated Electrons Disordered Systems and Neural Networks Applied Physics Chemical Physics Computational Physics