Laurent Kouadio

Computational
Geophysicist

Hi, I'm a researcher passionate about decoding Earth's subsurface. My work combines physics-informed AI and open-source software to tackle critical environmental challenges, from predicting geohazards to sustainably managing our planet's resources.

Laurent Kouadio
20
Publications
16
Talks & keynotes
$1,139,026
Total Funding (USD)

Research Activity

PublicationsTalksFunding (USD)013467$0$97K$194K$291K$388K$485K202020212022202320242025

Featured Projects & Software

XTFT: Next-Gen Forecasting

An enhanced Temporal Fusion Transformer for uncertainty-rich forecasting, featuring physics-aware hooks and calibrated outputs.

k-diagram: Visual Analytics

A Python library for polar diagnostics to make probabilistic forecasts interpretable at scale.

pyCSAMT: Open EM Toolbox

Open-source tools for AMT/CSAMT processing, Zonge compatibility, SEG-EDI integration, and modern plotting.

Featured Publications

XTFT: A Next-Generation Temporal Fusion Transformer for Uncertainty-Rich Time Series Forecasting

IEEE TPAMI (Preprint), 2025

An Integrated Approach for sewage diversion: Case of Huayuan mine, Hunan Province, China

Geophysics, 2024

Explore My Work