On August 20-25, 2023, Professor Bicheng Yan was invited to deliver an online talk at the 10th International Congress on Industrial and Applied Mathematics (ICIAM). This year ICIAM occurred in Waseda University, Tokyo, Japan, and Prof. Yan introduced DGYM’s recent work particularly focusing on deep learning applications in geothermal, with title ‘Geothermal Management with An Integrated Optimization Accelerated by a General Thermal Decline Model and Deep Learning’.