@inproceedings{audigane:hal-05508635, TITLE = {{Pr{\'e}dictions de chroniques pi{\'e}zom{\'e}triques de l'aquif{\`e}re de la nappe de Beauce (R{\'e}gion Centre, France) par un mod{\`e}le de r{\'e}seau de neurones influenc{\'e} par la physique (PINNs)}}, AUTHOR = {Audigane, Pascal and Lehembre, Etienne and Breuillard, Hugo and Dao, Thi-Bich-Hanh and Nguyen, Vincent and Vrain, Christel}, URL = {https://brgm.hal.science/hal-05508635}, BOOKTITLE = {{Eau et Intelligence Artificielle}}, ADDRESS = {Grenoble, France}, ORGANIZATION = {{SHF}}, YEAR = {2026}, MONTH = Mar, KEYWORDS = {eaux souterraines r{\'e}seau PINNs pr{\'e}visions ; eaux souterraines ; r{\'e}seau PINNs ; pr{\'e}visions}, PDF = {https://brgm.hal.science/hal-05508635v1/file/Congr_s_Eau_IA_2026__AUDIGANE_LaTeX.pdf}, HAL_ID = {hal-05508635}, HAL_VERSION = {v1}, }