diffusion models

Bacterial Cheminformatics: Large Language Models and Challenges in Bacterial Chemspace

The escalating global crisis of antimicrobial resistance (AMR), often characterized as a "silent pandemic," necessitates a paradigm shift in antibiotic discovery. Traditional cheminformatics pipelines, reliant on hand-crafted molecular descriptors and low-throughput screening, are increasingly insufficient to address t...

MULTICARBON ELECTROSYNTHESIS & HYBRID CARBON BIOREFINERIES AT THE LIMIT C-C Coupling, Ethylene, Ethanol, Acetate, Propanol, Butanol, Product Concentration, Electro-Biological Manufacturing, and Carbon-Chain Growth

MULTICARBON ELECTROSYNTHESIS & HYBRID CARBON BIOREFINERIES AT THE LIMITC-C Coupling, Ethylene, Ethanol, Acetate, Propanol, Butanol, Product Concentration, Electro-Biological Manufacturing, and Carbon-Chain Growth Feng Cheng-en (33) x Starli When does growing a carbon chain create more system value than catalytic comple...

FBR Inverted Lock Mechanism

Abstract / Description This appendix to the Free Body Rotation Model (FBR) examines the kinematic and thermodynamic implications of sign-reversing the radial phase velocity (\bm{v_r \to -v_r}) within a topologically protected 2:1 phase lock. By inverting the radial gradient, the model converts an internal confining str...

Accelerated Degradation Process Analysis Based on the Generalized Wiener Process with Mixed Random Effects

This paper investigates degradation modeling and failure time prediction for constant-stress accelerated degradation tests (CSADT) using a generalized Wiener process. Owing to differences in manufacturing processes and operating environments, the degradation trajectories may vary across individual units of the same pro...

Quantitative Test of Neutrino-Induced Microscopic Momentum Renewal

This paper establishes a quantitative experimental framework for testing the hypothesis that the pervasive neutrino energy-momentum flux provides a physical mechanism for persistent microscopic momentum renewal in matter. The framework begins from established neutrino physics: neutrinos are produced carrying energy and...

Computational Data and MATLAB Codes for Fuzzy Parametric Uncertainty Propagation in a Fractional Reaction–Diffusion Hahnfeldt Tumor–Vascular Model

This repository contains the MATLAB codes and numerical data supporting the computational results of the study “Fuzzy Parametric Uncertainty Propagation in a Fractional Reaction–Diffusion Hahnfeldt Tumor–Vascular Model.” The computational framework combines Caputo fractional temporal dynamics, spatial diffusion, and tr...

Quantitative Test of Neutrino-Induced Microscopic Momentum Renewal

This paper establishes a quantitative experimental framework for testing the hypothesis that the pervasive neutrino energy-momentum flux provides a physical mechanism for persistent microscopic momentum renewal in matter. The framework begins from established neutrino physics: neutrinos are produced carrying energy and...

ProbNumDiffEq.jl: Probabilistic Numerical Solvers for Ordinary Differential Equations in Julia

ProbNumDiffEq v0.18.0 Diff since v0.17.1 Breaking changes ClassicSolverInit no longer has a default alg, and ProbNumDiffEq no longer depends on OrdinaryDiffEqVerner and OrdinaryDiffEqRosenbrock (#426). Pass an algorithm explicitly, e.g. ClassicSolverInit(AutoTsit5(Rosenbrock23())). DynamicMVDiffusion and a calibrated F...

Few-Shot Remote Sensing Scene Classification Leveraging Collaboration of Foundation Models

Foundation models have shown remarkable generalization ability for few-shot learning (FSL). However, their potential for remote sensing scene classification has not been fully explored. Existing methods mainly adapt a single vision–language model and seldom exploit the complementary strengths of different foundation mo...

Understanding the Role of Lithium Metal Microstructure in Chemo-Mechanical Instability of Solid-State Batteries

Abstract Increased energy density and safety relative to conventional lithium (Li)-ion batteries motivate the development of solid-state batteries (SSBs). However, maintaining interface stability at the metal anode–solid electrolyte (SE) interface remains a critical challenge to achieving practical areal capacities, es...

A structure-preserving diffusion model for point cloud upsampling

MULTICARBON ELECTROSYNTHESIS & HYBRID CARBON BIOREFINERIES AT THE LIMIT C-C Coupling, Ethylene, Ethanol, Acetate, Propanol, Butanol, Product Concentration, Electro-Biological Manufacturing, and Carbon-Chain Growth

MULTICARBON ELECTROSYNTHESIS & HYBRID CARBON BIOREFINERIES AT THE LIMITC-C Coupling, Ethylene, Ethanol, Acetate, Propanol, Butanol, Product Concentration, Electro-Biological Manufacturing, and Carbon-Chain Growth Feng Cheng-en (33) x Starli When does growing a carbon chain create more system value than catalytic comple...