output
20172026
most citedOn-the-fly Closed-loop Autonomous Materials Discovery via Bayesian Active Learning

549 citations

Showing cond-mat.mtrl-sciShow all

13 papers · 1 filter

cond-mat.mtrl-sci2026

Direct observation of a spin-polarized surface Dirac gap in the antiferromagnetic topological insulator NdBi

Yuto Fukushima, Hiroyuki S. Suzuki, Masayuki Ochi +15

A gapped Dirac cone in antiferromagnetic topological insulators (AFM-TIs) is essential for realizing the quantized anomalous Hall effect, yet its intrinsic magnitude remains contro…

cond-mat.mtrl-sci2021★ 2 cited

Observation of the superconducting proximity effect from surface states in SmB/YB thin film heterostructures via terahertz spectroscopy

Jonathan Stensberg, Xingyue Han, Seunghun Lee +5

The AC conduction of epitaxially-grown SmB thin films and superconducting heterostructures of SmB/YB are investigated via time domain terahertz spectroscopy. A two-chan…

cond-mat.mtrl-sci2021★ 10 cited

Physics in the Machine: Integrating Physical Knowledge in Autonomous Phase-Mapping

A. Gilad Kusne, Austin McDannald, Brian DeCost +5

Application of artificial intelligence (AI), and more specifically machine learning, to the physical sciences has expanded significantly over the past decades. In particular, scien…

cond-mat.mtrl-sci2021★ 56 cited

On-the-fly Autonomous Control of Neutron Diffraction via Physics-Informed Bayesian Active Learning

Austin McDannald, Matthias Frontzek, Andrei T. Savici +8

Neutron scattering is a unique and versatile characterization technique for probing the magnetic structure and dynamics of materials. However, instruments at neutron scattering fac…

cond-mat.mtrl-sci2020★ 173 cited

Giant topological longitudinal circular photo-galvanic effect in the chiral multifold semimetal CoSi

Zhuoliang Ni, K. Wang, Y. Zhang +10

The absence of mirror symmetry, or chirality, is behind striking natural phenomena found in systems as diverse as DNA and crystalline solids. A remarkable example occurs when chira…

cond-mat.mtrl-sci2020★ 549 cited

On-the-fly Closed-loop Autonomous Materials Discovery via Bayesian Active Learning

A. Gilad Kusne, Heshan Yu, Changming Wu +13

Active learning - the field of machine learning (ML) dedicated to optimal experiment design, has played a part in science as far back as the 18th century when Laplace used it to gu…

cond-mat.mtrl-sci2020★ 69 cited

Optical signatures of multifold fermions in the chiral topological semimetal CoSi

B. Xu, Z. Fang, M. A. Sánchez-Martínez +12

We report the optical conductivity in high-quality crystals of the chiral topological semimetal CoSi, which hosts exotic quasiparticles known as multifold fermions. We find that th…

cond-mat.mtrl-sci2020★ 41 cited

CRYSPNet: Crystal Structure Predictions via Neural Network

Haotong Liang, Valentin Stanev, A. Gilad Kusne +1

Structure is the most basic and important property of crystalline solids; it determines directly or indirectly most materials characteristics. However, predicting crystal structure…

cond-mat.mtrl-sci2019★ 5 cited

Origins of electromagnetic anisotropy in monolayer black phosphorus

Pengke Li

Contrary to empirical observations, lowest-order theory predicts that monolayer black phosphorus ("phosphorene") is completely immune to zigzag-polarized optical ex…

cond-mat.mtrl-sci2019★ 444 cited

Fatigue-resistant high-performance elastocaloric materials via additive manufacturing

Huilong Hou, Emrah Simsek, Tao Ma +15

Elastocaloric cooling, which exploits the latent heat released and absorbed as stress-induced phase transformations are reversibly cycled in shape memory alloys, has recently emerg…

cond-mat.mtrl-sci2019★ 67 cited

Tuning the Hysteresis of a Metal-Insulator Transition via Lattice Compatibility

Y. G. Liang, S. Lee, H. S. Yu +8

Structural phase transitions serve as the basis for many functional applications including shape memory alloys (SMAs), switches based on metal-insulator transitions (MITs), etc. In…

cond-mat.mtrl-sci2017★ 4 cited

Superconductivity in SrB3C3 clathrate

Li Zhu, Hanyu Liu, Maddury Somayazulu +12

We predict superconductivity for the carbon-boron clathrate SrB3C3 at 27-43 K for Coulomb pseudopotential (mu*) values between 0.17 and 0.10 using first-principles calculations wit…

cond-mat.mtrl-sci2017★ 2 cited

Symmetry-enforced Fermi degeneracy in topological semimetal RhSb

Kefeng Wang, Limin Wang, I-Lin Liu +9

Predictions of a topological electronic structure in the skutterudite TPn family (T=transition metal, Pn=pnictogen) are investigated via magnetoresistance, quantum oscillations…