Preference Learning from Physics-Based Feedback: Tuning Language Models to Design BCC/B2 Superalloys
Fuente:
arXiv
Saved in:
| Main Authors: | Ghosh, Satanu, Holgate, Collin, Brodnik, Neal R., Downey, Doug, Daly, Samantha, Pollock, Tresa M., Carton, Samuel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Datasets
by: Ghosh, Satanu, et al.
Published: (2024)
by: Ghosh, Satanu, et al.
Published: (2024)
RefiningGPT: Specialized language Models for Automated Refinery Unit-level Process Diagram Synthesis
by: Liu, Dongxiao, et al.
Published: (2026)
by: Liu, Dongxiao, et al.
Published: (2026)
Verification of Unbounded Client-Server Systems with Distinguishable Clients
by: Phawade, Ramchandra, et al.
Published: (2026)
by: Phawade, Ramchandra, et al.
Published: (2026)
Hybrid Game Control Envelope Synthesis
by: Kabra, Aditi, et al.
Published: (2025)
by: Kabra, Aditi, et al.
Published: (2025)
Bridging the Plausibility-Validity Gap by Fine-Tuning a Reasoning-Enhanced LLM for Chemical Synthesis and Discovery
by: Malikussaid, et al.
Published: (2025)
by: Malikussaid, et al.
Published: (2025)
Leonardo vindicated: Pythagorean trees for minimal reconstruction of the natural branching structures
by: Ruta, Dymitr, et al.
Published: (2024)
by: Ruta, Dymitr, et al.
Published: (2024)
Definite Descriptions and Hybrid Tense Logic
by: Indrzejczak, Andrzej, et al.
Published: (2024)
by: Indrzejczak, Andrzej, et al.
Published: (2024)
Artificial Intelligence Mangrove Monitoring System Based on Deep Learning and Sentinel-2 Satellite Data in the UAE (2017-2024)
by: Tan, Linlin, et al.
Published: (2024)
by: Tan, Linlin, et al.
Published: (2024)
SpectraLLM: Uncovering the Ability of LLMs for Molecular Structure Elucidation from Multi-Spectral Data
by: Su, Yunyue, et al.
Published: (2025)
by: Su, Yunyue, et al.
Published: (2025)
LLMs for Game Theory: Entropy-Guided In-Context Learning and Adaptive CoT Reasoning
by: Banfi, Tommaso Felice, et al.
Published: (2026)
by: Banfi, Tommaso Felice, et al.
Published: (2026)
Transfer learning from first-principles calculations to experiments with chemistry-informed domain transformation
by: Yahagi, Yuta, et al.
Published: (2025)
by: Yahagi, Yuta, et al.
Published: (2025)
Epidemic Information Extraction for Event-Based Surveillance using Large Language Models
by: Consoli, Sergio, et al.
Published: (2024)
by: Consoli, Sergio, et al.
Published: (2024)
A Proof System with Causal Labels (Part II): checking Counterfactual Fairness
by: Ceragioli, Leonardo, et al.
Published: (2025)
by: Ceragioli, Leonardo, et al.
Published: (2025)
Trustworthiness Preservation by Copies of Machine Learning Systems
by: Ceragioli, Leonardo, et al.
Published: (2025)
by: Ceragioli, Leonardo, et al.
Published: (2025)
Strong Equivalence in Answer Set Programming with Constraints
by: Cabalar, Pedro, et al.
Published: (2025)
by: Cabalar, Pedro, et al.
Published: (2025)
Compiling Metric Temporal Answer Set Programming
by: Becker, Arvid, et al.
Published: (2025)
by: Becker, Arvid, et al.
Published: (2025)
A Proof System with Causal Labels (Part I): checking Individual Fairness and Intersectionality
by: Ceragioli, Leonardo, et al.
Published: (2025)
by: Ceragioli, Leonardo, et al.
Published: (2025)
Implementing Metric Temporal Answer Set Programming
by: Becker, Arvid, et al.
Published: (2026)
by: Becker, Arvid, et al.
Published: (2026)
Intention Communication and Hypothesis Likelihood in Game-Theoretic Motion Planning
by: Chahine, Makram, et al.
Published: (2022)
by: Chahine, Makram, et al.
Published: (2022)
Transforming Computer Security and Public Trust Through the Exploration of Fine-Tuning Large Language Models
by: Crumrine, Garrett, et al.
Published: (2024)
by: Crumrine, Garrett, et al.
Published: (2024)
Comparing State-Representations for DEL Model Checking
by: Behnke, Gregor, et al.
Published: (2025)
by: Behnke, Gregor, et al.
Published: (2025)
Navigating Simply, Aligning Deeply: Winning Solutions for Mouse vs. AI 2025
by: Pham, Phu-Hoa, et al.
Published: (2026)
by: Pham, Phu-Hoa, et al.
Published: (2026)
Hybrid Physics-Based and Data-Driven Modeling of Vascular Bifurcation Pressure Differences
by: Rubio, Natalia L., et al.
Published: (2024)
by: Rubio, Natalia L., et al.
Published: (2024)
Large Language Models for Combinatorial Optimization of Design Structure Matrix
by: Jiang, Shuo, et al.
Published: (2025)
by: Jiang, Shuo, et al.
Published: (2025)
TRACE: Temporal Rule-Anchored Chain-of-Evidence on Knowledge Graphs for Interpretable Stock Movement Prediction
by: Ding, Qianggang, et al.
Published: (2026)
by: Ding, Qianggang, et al.
Published: (2026)
Fourier Neural Operators for Two-Phase, 2D Mold-Filling Problems Related to Metal Casting
by: Minete, Edgard Moreira, et al.
Published: (2025)
by: Minete, Edgard Moreira, et al.
Published: (2025)
Robust and Reliable AI for Predictive Quality in Semiconductor Materials Manufacturing with MLOps and Uncertainty Quantification
by: Gao, Min, et al.
Published: (2026)
by: Gao, Min, et al.
Published: (2026)
The Behavioral Credibility Trilemma: When Calibrated Autonomy Becomes Impossible
by: Lovén, Lauri, et al.
Published: (2026)
by: Lovén, Lauri, et al.
Published: (2026)
A Sequent Calculus for General Inductive Definitions
by: Eede, Robbe Van den, et al.
Published: (2026)
by: Eede, Robbe Van den, et al.
Published: (2026)
DualGFL: Federated Learning with a Dual-Level Coalition-Auction Game
by: Chen, Xiaobing, et al.
Published: (2024)
by: Chen, Xiaobing, et al.
Published: (2024)
Intelligent Design 4.0: Paradigm Evolution Toward the Agentic AI Era
by: Jiang, Shuo, et al.
Published: (2025)
by: Jiang, Shuo, et al.
Published: (2025)
Design Structure Matrix Modularization with Large Language Models
by: Jiang, Shuo, et al.
Published: (2026)
by: Jiang, Shuo, et al.
Published: (2026)
Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences
by: Hosseini, Hadi, et al.
Published: (2025)
by: Hosseini, Hadi, et al.
Published: (2025)
Non-monotonic Extensions to Formal Concept Analysis via Object Preferences
by: Carr, Lucas, et al.
Published: (2024)
by: Carr, Lucas, et al.
Published: (2024)
Inductive First-Order Formula Synthesis by ASP: A Case Study in Invariant Inference
by: Yang, Ziyi, et al.
Published: (2026)
by: Yang, Ziyi, et al.
Published: (2026)
Large Language Models for Combinatorial Optimization of Design Structure Matrix
by: Jiang, Shuo, et al.
Published: (2024)
by: Jiang, Shuo, et al.
Published: (2024)
Game of Thought: Robust Information Seeking with Large Language Models Using Game Theory
by: Cui, Langyuan, et al.
Published: (2026)
by: Cui, Langyuan, et al.
Published: (2026)
Time Machine GPT
by: Drinkall, Felix, et al.
Published: (2024)
by: Drinkall, Felix, et al.
Published: (2024)
Prescriptive Artificial Intelligence: A Formal Paradigm for Auditing Human Decisions Under Uncertainty
by: Passos, Pedro, et al.
Published: (2025)
by: Passos, Pedro, et al.
Published: (2025)
Phase-Coded Memory and Morphological Resonance: A Next-Generation Retrieval-Augmented Generator Architecture
by: Saklakov, Denis V.
Published: (2025)
by: Saklakov, Denis V.
Published: (2025)
Similar Items
-
Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Datasets
by: Ghosh, Satanu, et al.
Published: (2024) -
RefiningGPT: Specialized language Models for Automated Refinery Unit-level Process Diagram Synthesis
by: Liu, Dongxiao, et al.
Published: (2026) -
Verification of Unbounded Client-Server Systems with Distinguishable Clients
by: Phawade, Ramchandra, et al.
Published: (2026) -
Hybrid Game Control Envelope Synthesis
by: Kabra, Aditi, et al.
Published: (2025) -
Bridging the Plausibility-Validity Gap by Fine-Tuning a Reasoning-Enhanced LLM for Chemical Synthesis and Discovery
by: Malikussaid, et al.
Published: (2025)