Cover Image

DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Eivazi, Hamidreza, Hebenbrock, André, Ginster, Raphael, Blömeke, Steffen, Wittek, Stefan, Herrmann, Christoph, Spengler, Thomas S., Turek, Thomas, Rausch, Andreas
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Chemical Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Nonlinear model reduction for operator learning
by: Eivazi, Hamidreza, et al.
Published: (2024)

A Spatiotemporal Radar-Based Precipitation Model for Water Level Prediction and Flood Forecasting
by: Dhankhar, Sakshi, et al.
Published: (2025)

EquiNO: A Physics-Informed Neural Operator for Multiscale Simulations
by: Eivazi, Hamidreza, et al.
Published: (2025)

A Neural Operator based Hybrid Microscale Model for Multiscale Simulation of Rate-Dependent Materials
by: Jeyaraj, Dhananjeyan, et al.
Published: (2025)

Enhancing Multiscale Simulations with Constitutive Relations-Aware Deep Operator Networks
by: Eivazi, Hamidreza, et al.
Published: (2024)

Enhancing multiscale simulations with constitutive relations‐aware deep operator networks
by: Hamidreza Eivazi, et al.
Published: (2024)

Pore Diffusion in the Fischer–Tropsch Synthesis: Limitation or Advantage in Multi‐Tubular Reactors?
by: Christoph Kern, et al.
Published: (2025)

Describing Agentic AI Systems with C4: Lessons from Industry Projects
by: Rausch, Andreas, et al.
Published: (2026)

Referenceless Surface FBG Sensors on Pouch cells - raw data: Calibration data, constant current validation, WLTP validation, thermal abuse
by: Hebenbrock, André, et al.
Published: (2024)

AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
by: Kolluru, Adeesh, et al.
Published: (2024)

Nested State and Degradation Estimation of a Satellite Battery with In-flight Data
by: Bolay, Linda, et al.
Published: (2025)

On the Role of Radial Dispersion in the Behavior of a Cooled Fixed‐Bed Reactor: Numerical Investigation of Fischer–Tropsch Synthesis with a Cobalt‐Based Catalyst
by: Christoph Kern, et al.
Published: (2024)

DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation
by: Yang, Qingsong, et al.
Published: (2025)

Computational Materials: III-V Semiconductor Clusters
by: Simchi, Hamidreza
Published: (2015)

Phantom LAM and LLI: Resistance and Hysteresis Bias in Voltage-Curve Degradation Mode Analysis
by: N, Mohammed Asheruddin, et al.
Published: (2025)

Physics-Informed Reduced-Order Operator Learning for Hyperelasticity in Continuum Micromechanics
by: Eivazi, Hamidreza, et al.
Published: (2026)

Molecular Pseudorotation in Phthalocyanines as a Tool for Magnetic Field Control at the Nanoscale
by: Wilhelmer, Raphael, et al.
Published: (2025)

Visualizing Degradation in Anode-Free High-Utilization Aqueous Batteries Across Cell Lifetime
by: Catalina, Sofia K., et al.
Published: (2026)

Effect of Mechanical Activation on Recovery and Leaching Kinetics of Copper From Reverberatory Furnace Slags
by: Milad Rahimian, et al.
Published: (2026)

Linking Calendar and Cycle Ageing in Lithium-Ion Batteries through Consistent Parameterisation of an Electrochemical-Thermal-Degradation Model
by: Madabattula, Ganesh
Published: (2026)

Progress in Multicomponent Reaction Strategies for the Synthesis of 2‐Amino‐5‐Oxo‐4‐Phenyl‐4H,5H‐Pyrano[3,2‐ c ][1]benzopyran‐3‐Carbonitrile Derivatives: A Recent Overview
by: Diana Elizabeth Jose, et al.
Published: (2026)

A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery
by: Semnani, Parastoo, et al.
Published: (2024)

Visible-Light Photocatalytic Degradation of Cresols using Sustainable 3D-Printed Bi4O5I2-Hematite Scaffold
by: Rawat, Akash, et al.
Published: (2025)

Training-Free Guidance for Discrete Diffusion Models for Molecular Generation
by: Kerby, Thomas J., et al.
Published: (2024)

Contribution to the phytochemical study and biological activity of plants of Cuban flora
by: Nogueiras, C., et al.
Published: (2010)

Overview of Topics in Electrocatalysis for Sustainability: Reactions, Electrocatalysts, Degradation, and Mitigation
by: Purohit, Varada, et al.
Published: (2025)

Photocatalytic Degradation of Emerging Pollutants Using Covalent Organic Frameworks
by: Shihai Cao, et al.
Published: (2025)

Antioxidants from Luxembourgish grape pomace for dietary supplements
by: Thomas Schleeh, et al.
Published: (2025)

Sparse Infrared Spectroscopy for Detection of Volatile Organic Compounds
by: Welner, Mira, et al.
Published: (2025)

Collision-induced spectroscopy and radiative association in microcavities
by: Nguyen, Tuan H., et al.
Published: (2025)

Magnetically Induced Current Density from Numerical Positional Derivatives of Nucleus Independent Chemical Shifts
by: Berger, Raphael J. F., et al.
Published: (2025)

Background-free measurement of exciton-exciton annihilation by two-quantum fluorescence-detected pump-probe spectroscopy
by: Jayachandran, Ajay, et al.
Published: (2026)

A Review on Chemistry and Methods of Synthesis of 1,2,4‐Triazole Derivatives
by: Searitha Couto Rodrigues, et al.
Published: (2024)

Two Determinant Distinguishable Cluster
by: Schraivogel, Thomas, et al.
Published: (2024)

Molecular Polarizability under Vibrational Strong Coupling
by: Schnappinger, Thomas, et al.
Published: (2025)

Do Molecular Geometries Change Under Vibrational Strong Coupling?
by: Schnappinger, Thomas, et al.
Published: (2024)

Chemistry, Applications, and Synthesis Methods of Indole Derivatives: A Comprehensive Review
by: Raphael Silva Moratório de Moraes, et al.
Published: (2025)

Pnictogen and Chalcogen Salts as Alkylating Agents
by: Philipe Raphael O. Campos, et al.
Published: (2024)

Identifiability Study of Lithium-Ion Battery Capacity Fade Using Degradation Mode Sensitivity for a Minimally and Intuitively Parametrized Electrode-Specific Cell Open-Circuit Voltage Model
by: Lin, Jing, et al.
Published: (2023)

Preparing Students for AI-Driven Agile Development: A Project-Based AI Engineering Curriculum
by: Rausch, Andreas, et al.
Published: (2026)