Buchumschlag

Materials Discovery in Combinatorial and High-throughput Synthesis and Processing: A New Frontier for SPM

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Slautin, Boris N., Liu, Yongtao, Barakati, Kamyar, Liu, Yu, Emery, Reece, Hong, Seungbum, Dubey, Astita, Shvartsman, Vladimir V., Lupascu, Doru C., Sanchez, Sheryl L., Ahmadi, Mahshid, Kim, Yunseok, Strelcov, Evgheni, Brown, Keith A., Rack, Philip D., Kalinin, Sergei V.
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Materials Science Applied Physics
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Bayesian Co-Navigation of a Computational Physical Model and AFM Experiment to Autonomously Survey a Combinatorial Materials Library
von: Slautin, Boris N., et al.
Veröffentlicht: (2025)

Reward driven discovery of the optimal microstructure representations with invariant variational autoencoders
von: Slautin, Boris N., et al.
Veröffentlicht: (2025)

Attention-Based Explainability for Structure-Property Relationships
von: Slautin, Boris N., et al.
Veröffentlicht: (2025)

Bi site doped Ferroelectric BiFe0.95Mn0.05O3 Nanoparticles for Hydrogen Evolution Reaction
von: Astita Dubey, et al.
Veröffentlicht: (2024)

Front Cover: Bi site doped Ferroelectric BiFe0.95Mn0.05O3 Nanoparticles for Hydrogen Evolution Reaction (ChemCatChem 12/2024)
von: Astita Dubey, et al.
Veröffentlicht: (2024)

Measurements with Noise: Bayesian Optimization for Co-optimizing Noise and Property Discovery in Automated Experiments
von: Slautin, Boris N., et al.
Veröffentlicht: (2024)

LLM-Guided Open Hypothesis Learning from Autonomous Scanning Probe Microscopy Experiments
von: Slautin, Boris, et al.
Veröffentlicht: (2026)

Rewards-based image analysis in microscopy
von: Barakati, Kamyar, et al.
Veröffentlicht: (2025)

Dynamic Multiband Microscopy: A Universal Paradigm for Quantitative Nanoscale Metrology
von: Slautin, Boris N., et al.
Veröffentlicht: (2026)

SAM$^{*}$: Task-Adaptive SAM with Physics-Guided Rewards
von: Barakati, Kamyar, et al.
Veröffentlicht: (2025)

Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Towards Fully Automated Microscopy
von: Liu, Yu, et al.
Veröffentlicht: (2024)

PATHFINDER: Multi-objective discovery in structural and spectral spaces
von: Barakati, Kamyar, et al.
Veröffentlicht: (2026)

Integrating Predictive and Generative Capabilities by Latent Space Design via the DKL-VAE Model
von: Slautin, Boris N., et al.
Veröffentlicht: (2025)

Exploring Domain Wall Pinning in Ferroelectrics via Automated High Throughput AFM
von: Barakati, Kamyar, et al.
Veröffentlicht: (2025)

Scanning Thermal Microscopy in Air and Vacuum: A Comparison
von: McClelland, Jabez J., et al.
Veröffentlicht: (2024)

Physics-based reward driven image analysis in microscopy
von: Barakati, Kamyar, et al.
Veröffentlicht: (2024)

Unraveling the Impact of Initial Choices and In-Loop Interventions on Learning Dynamics in Autonomous Scanning Probe Microscopy
von: Slautin, Boris N., et al.
Veröffentlicht: (2024)

Autonomous Probe Microscopy with Robust Bag-of-Features Multi-Objective Bayesian Optimization: Pareto-Front Mapping of Nanoscale Structure-Property Trade-Offs
von: Barakati, Kamyar, et al.
Veröffentlicht: (2026)

Novelty-Driven Target-Space Discovery in Automated Electron and Scanning Probe Microscopy
von: Pratiush, Utkarsh, et al.
Veröffentlicht: (2026)

Invariant Discovery of Features Across Multiple Length Scales: Applications in Microscopy and Autonomous Materials Characterization
von: Raghavan, Aditya, et al.
Veröffentlicht: (2024)

Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments
von: Barakati, Kamyar, et al.
Veröffentlicht: (2024)

Weakly‐coupled barium titanate stannate‐based relaxors as energy storage materials
von: Eva Kröll, et al.
Veröffentlicht: (2025)

From Photons to Electrons: Accelerated Materials Discovery via Random Libraries and Automated Scanning Transmission Electron Microscopy
von: Slautin, Boris, et al.
Veröffentlicht: (2026)

Impact of Halogen Groups on the Properties of PEA‐Based 2D Pb–Sn Halide Perovskites
von: Elham Foadian, et al.
Veröffentlicht: (2025)

Sequential versus Manifold Bayesian Optimization under Realistic Experimental Time Constraints
von: Slautin, Boris, et al.
Veröffentlicht: (2026)

Causal Discovery from Data Assisted by Large Language Models
von: Barakati, Kamyar, et al.
Veröffentlicht: (2025)

Co-orchestration of Multiple Instruments to Uncover Structure-Property Relationships in Combinatorial Libraries
von: Slautin, Boris N., et al.
Veröffentlicht: (2024)

Reward Driven Workflows for Unsupervised Explainable Analysis of Phases and Ferroic Variants From Atomically Resolved Imaging Data
von: Kamyar Barakati, et al.
Veröffentlicht: (2025)

Tailoring Molecular Space to Navigate Phase Complexity in Cs‐Based Quasi‐2D Perovskites via Gated‐Gaussian‐Driven High‐Throughput Discovery
von: Minsub Um, et al.
Veröffentlicht: (2024)

Exploring the microstructural origins of conductivity and hysteresis in metal halide perovskites via active learning driven automated scanning probe microscopy
von: Liu, Yongtao, et al.
Veröffentlicht: (2022)

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data
von: Barakati, Kamyar, et al.
Veröffentlicht: (2024)

Bayesian Co-navigation: Dynamic Designing of the Materials Digital Twins via Active Learning
von: Slautin, Boris N., et al.
Veröffentlicht: (2024)

Domain Switching on the Pareto Front: Multi-Objective Deep Kernel Learning in Automated Piezoresponse Force Microscopy
von: Liu, Yu, et al.
Veröffentlicht: (2025)

Post-Experiment Forensics and Human-in-the-Loop Interventions in Explainable Autonomous Scanning Probe Microscopy
von: Liu, Yongtao, et al.
Veröffentlicht: (2023)

Operando Plasma-XPS for Process Monitoring: Hydrogenation of Copper Oxide Confined Under h-BN Case Study
von: Diulus, J. Trey, et al.
Veröffentlicht: (2024)

Accelerating Materials Discovery by High‐Throughput GIWAXS Characterization of Quasi‐2D Formamidinium Metal Halide Perovskites
von: Jonghee Yang, et al.
Veröffentlicht: (2024)

Physical discovery in representation learning via conditioning on prior knowledge: applications for ferroelectric domain dynamics
von: Liu, Yongtao, et al.
Veröffentlicht: (2022)

Scientific Exploration with Expert Knowledge (SEEK) in Autonomous Scanning Probe Microscopy with Active Learning
von: Pratiush, Utkarsh, et al.
Veröffentlicht: (2024)

Magneto-electric decoupling in bismuth ferrite
von: Dang, Thien Thanh, et al.
Veröffentlicht: (2024)

Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation
von: Liu, Yu, et al.
Veröffentlicht: (2024)