Cover Image

Leveraging Domain Adaptation for Accurate Machine Learning Predictions of New Halide Perovskites

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gupta, Dipannoy Das, Bare, Zachary J. L., Yew, Suxuen, Adhikari, Santosh, DeCost, Brian, Zhang, Qi, Musgrave, Charles, Sutton, Christopher
Format:	Preprint
Published:	2024
Subjects:	Materials Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Bridging Atomistic Simulation and Experimental Processing Timescales with Goal-Directed Deep Reinforcement Learning
by: Jeong, Wonseok, et al.
Published: (2026)

Accurate Crystal Structure Prediction of New 2D Hybrid Organic Inorganic Perovskites
by: Karimitari, Nima, et al.
Published: (2024)

Learning material synthesis-process-structure-property relationship by data fusion: Bayesian Coregionalization N-Dimensional Piecewise Function Learning
by: Kusne, A. Gilad, et al.
Published: (2023)

Efficient first principles based modeling via machine learning: from simple representations to high entropy materials
by: Li, Kangming, et al.
Published: (2024)

Intrinsic Direct Air Capture
by: McDannald, Austin, et al.
Published: (2025)

When Active Learning Fails, Uncalibrated Out of Distribution Uncertainty Quantification Might Be the Problem
by: Dale, Ashley S., et al.
Published: (2025)

A Review of Sustainable Practices in Road Freight Transport
by: Gupta, Subash, et al.
Published: (2024)

Anti-Regulatory AI: How "AI Safety" is Leveraged Against Regulatory Oversight
by: Yew, Rui-Jie, et al.
Published: (2025)

Uncertainty Quantification and Propagation in Atomistic Machine Learning
by: Dai, Jin, et al.
Published: (2024)

Probing out-of-distribution generalization in machine learning for materials
by: Li, Kangming, et al.
Published: (2024)

From structure mining to unsupervised exploration of atomic octahedral networks
by: Xian, R. Patrick, et al.
Published: (2023)

Fourier Domain Physics Informed Neural Network
by: Musgrave, Jonathan, et al.
Published: (2024)

Leveraging the Anomalous Photovoltaic Effect in Halide Perovskite‐Based Photovoltaics
by: Vidya Raj, et al.
Published: (2025)

Mapping the Binary Covalent Alloy Space to Pursue Superior Nitrogen Reduction Reaction Catalysts
by: Cooper R. Tezak, et al.
Published: (2024)

Ferroelastic Domain Induced Electronic Modulation in Halide Perovskites
by: Narasimha, Ganesh, et al.
Published: (2025)

ARTICULAÇÃO DE STAKEHOLDERS E ESTRATÉGIAS NO SETOR TURÍSTICO BRASILEIRO: UMA INVESTIGAÇÃO EM LOCALIDADES
by: Benny Kramer Cost
Published: (2016)

Conselhos de Empresa Europeus militantes? Obstáculos, acordos e boas práticas à luz da experiência portuguesa na VW
by: Hermes Augusto Cost
Published: (2017)

Density Functional Leveraged Tight-binding Insights into Inorganic Halide Perovskites
by: Shaheen, Misbah, et al.
Published: (2025)

Staffing and Training: Neglected Supervisory Functions Related to Group Performance
by: Bare, Alan C.
Published: (1978)

Contrasting Models of Library Work Group Performance.
by: Bare, Alan C.
Published: (1981)

Domain Adaptation Under MNAR Missingness
by: Stokes, Tyrel, et al.
Published: (2025)

Some poisonous Australian spiders
by: Musgrave, Anthony
Published: (1927)

Machine Learning Unlocks New Directions in Halide Perovskite Research
by: Hyejin Choe, et al.
Published: (2025)

Computational screening and experimental validation of promising Wadsley-Roth Niobates
by: Bare, Zachary J. L., et al.
Published: (2025)

Analysis of Invasive Breast Cancer in Mammograms Using YOLO, Explainability, and Domain Adaptation
by: Adhikari, Jayan, et al.
Published: (2025)

Leveraging Transfer Learning Domain Adaptation Model With Federated Learning to Revolutionise Healthcare
by: Priyanka Verma, et al.
Published: (2024)

RADA: Robust and Accurate Feature Learning with Domain Adaptation
by: He, Jingtai, et al.
Published: (2024)

Regards croisés : la reconstruction de "l´autre" dans "Cette Afrique-là!" de Jean Ikelle-Matiba
by: M´Bare N´Gom
Published: (2000)

Realité post-colonial et expérience urbaine dans ´Niiwan´ d Ousmane Sembène
by: M´Bare N´Gom
Published: (1999)

Exploring Accurate and Transparent Domain Adaptation in Predictive Healthcare via Concept-Grounded Orthogonal Inference
by: Hu, Pengfei, et al.
Published: (2026)

Carrier Localization and Spontaneous Formation of Two-Dimensional Polarization Domain in Halide Perovskites
by: Grieder, Andrew, et al.
Published: (2025)

Tracing Ion Migration in Halide Perovskites with Machine Learned Force Fields
by: Tyagi, Viren, et al.
Published: (2024)

Machine Learning Reveals Composition Dependent Thermal Stability in Halide Perovskites
by: Hering, Abigail R., et al.
Published: (2025)

Post-Transition Metal Sn-Based Chalcogenide Perovskites: A Promising Lead-Free and Transition Metal Alternative for Stable, High-Performance Photovoltaics
by: Adhikari, Surajit, et al.
Published: (2024)

Materials Acceleration Platform for Electrochemistry: a Platform for Autonomous Electrochemistry
by: Persaud, Daniel, et al.
Published: (2026)

Multifunctional Chiral Halide Perovskites: Advancing Chiro‐Optics, Chiro‐Optoelectronics, and Spintronics
by: Qi Liu, et al.
Published: (2025)

MLIPilot: LLM-Driven Auto-Research for Machine-Learned Interatomic Potentials
by: Osaro, Etinosa, et al.
Published: (2026)

Hydrostatic Pressure Driven Band Gap Tuning and Self-Trapped Exciton Formation in (4FPEA)$_2$SnBr$_{4}$ Halide Perovskite
by: Bartoszewicz, Rafał, et al.
Published: (2026)

TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation
by: Litrico, Mattia, et al.
Published: (2025)

Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification
by: Agarwal, Shrihan, et al.
Published: (2024)