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Vienna

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Preprint Oct 2026

Nonadiabatic polaron dynamics from machine-learned hopping trajectories

The formation and motion of small polarons are ubiquitous in energy materials and influence photoinduced processes. Polaron transport is governed by thermally activated lattice dynamics and rare hopping events, requiring spatial and temporal scales only attainable with machine-learning molecular dynamics, which enables...

Daniela Mangano, Luca Leoni, Zhong-Fei Xu et al. · 0 citations

Preprint Oct 2026

Evaluating LiDAR Data Sources, Predictor Resolution, and Spatial Random Effects in Bayesian Change-of-Support Models for Forest Inventory

Forest managers need timely stand-level information to support operational planning, particularly in mixed-species, structurally heterogeneous forests facing climate-related disturbance. Model-based estimation combines sparse field data with remotely sensed predictors to estimate growing stock volume (GSV) for small ar...

Arthur Spitta, Andrew O. Finley, C. Gollob et al. · 0 citations

Jul 2026

STLSat - An Improved Tableau for Satisfiability Checking of Signal Temporal Logic Formulas

STLSat, an open-source Rust tool that decides the satisfiability of STL formulas, synthesizes concrete witness signals, and extracts unsatisfiable cores with its tableau engine, allowing users to identify inconsistent subsets of requirements for more effective specification debugging.

Marco Zamponi, Florian Lammel, E. Bartocci et al. · arXiv.org · 0 citations