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scientific discovery

Papers

Showing 101150 of 464 papers

TitleStatusHype
Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge NetworksCode3
K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction PredictionCode1
Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach0
DiffMS: Diffusion Generation of Molecules Conditioned on Mass SpectraCode2
LucidAtlas: Learning Uncertainty-Aware, Covariate-Disentangled, Individualized Atlas Representations0
NatureLM: Deciphering the Language of Nature for Scientific Discovery0
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic ScienceCode0
Towards Foundational Models for Dynamical System Reconstruction: Hierarchical Meta-Learning via Mixture of Experts0
Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and EvaluationCode1
Safety is Essential for Responsible Open-Ended Systems0
PalimpChat: Declarative and Interactive AI analytics0
Safety at Scale: A Comprehensive Survey of Large Model SafetyCode3
Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agents0
Generative AI Uses and Risks for Knowledge Workers in a Science Organization0
OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific DiscoveryCode0
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis0
Applications and Challenges of AI and Microscopy in Life Science Research: A Review0
Solving Sparse Finite Element Problems on Neuromorphic Hardware0
In-situ graph reasoning and knowledge expansion using Graph-PReFLexORCode3
Agent Laboratory: Using LLM Agents as Research AssistantsCode9
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model DiscoveryCode0
Low-Rank Adaptation for Foundation Models: A Comprehensive Review0
DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model AgentsCode0
From Generalist to Specialist: A Survey of Large Language Models for ChemistryCode2
Heterogeneous transfer learning for high dimensional regression with feature mismatch0
GeneSUM: Large Language Model-based Gene Summary Extraction0
LLM4AD: A Platform for Algorithm Design with Large Language ModelCode4
Unsupervised Discovery of Formulas for Mathematical ConstantsCode0
Artificial Intelligence, Scientific Discovery, and Product Innovation0
Post-hoc Interpretability Illumination for Scientific Interaction Discovery0
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models0
Learning to Generate Research Idea with Dynamic Control0
The IBEX Imaging Knowledge-Base: A Community Resource Enabling Adoption and Development of Immunofluoresence Imaging Methods0
AutoSciLab: A Self-Driving Laboratory For Interpretable Scientific Discovery0
Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges0
SuperCode: Sustainability PER AI-driven CO-DEsign0
Agents for self-driving laboratories applied to quantum computing0
Understanding complex crowd dynamics with generative neural simulators0
Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4ScienceCode0
Aligning Generalisation Between Humans and Machines0
Transforming the Hybrid Cloud for Emerging AI Workloads0
KAN/MultKAN with Physics-Informed Spline fitting (KAN-PISF) for ordinary/partial differential equation discovery of nonlinear dynamic systems0
Artificial Scientific Discovery0
AIGS: Generating Science from AI-Powered Automated FalsificationCode1
Toward a Cohesive AI and Simulation Software Ecosystem for Scientific Innovation0
CriticAL: Critic Automation with Language Models0
Validation of an LLM-based Multi-Agent Framework for Protein Engineering in Dry Lab and Wet Lab0
Calibrating for the Future:Enhancing Calorimeter Longevity with Deep Learning0
Automating Exploratory Proteomics Research via Language Models0
IdeaBench: Benchmarking Large Language Models for Research Idea GenerationCode0
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