https://questlabiisc.in/research/Recent content in Research on QUEST Lab — IIScHugoen-ushttps://questlabiisc.in/research/physics-informed-ml/Mon, 01 Jan 0001 00:00:00 +0000https://questlabiisc.in/research/physics-informed-ml/Neural operators, PINNs, and diffusion models that bake in physics — from wind-turbine wakes to SAR object detection.https://questlabiisc.in/research/ocean-climate/Mon, 01 Jan 0001 00:00:00 +0000https://questlabiisc.in/research/ocean-climate/Probabilistic ocean forecasting, climate-model bias correction, and coastal eddy/current detection in the Indian Ocean and beyond.https://questlabiisc.in/research/robotics-physical-intelligence/Mon, 01 Jan 0001 00:00:00 +0000https://questlabiisc.in/research/robotics-physical-intelligence/Optimal path planning for marine and aerial vehicles under uncertainty, now growing into Physical AI — the lab’s primary focus: World Models, VLAs, VLMs, LLMs, and Flow Models.https://questlabiisc.in/research/monsoon-weather-extremes/Mon, 01 Jan 0001 00:00:00 +0000https://questlabiisc.in/research/monsoon-weather-extremes/Forecasting Indian Summer Monsoon onset, active-break spells, and city-scale extreme rainfall.https://questlabiisc.in/research/data-assimilation-uq/Mon, 01 Jan 0001 00:00:00 +0000https://questlabiisc.in/research/data-assimilation-uq/The methodological thread underneath the lab’s ocean, monsoon, and epidemiological modeling: filtering theory and uncertainty quantification.https://questlabiisc.in/research/ai-for-social-good/Mon, 01 Jan 0001 00:00:00 +0000https://questlabiisc.in/research/ai-for-social-good/Agent-based models and habitat prediction for human-wildlife conflict, plus sustainable-fisheries modeling.https://questlabiisc.in/research/ai-for-education/Mon, 01 Jan 0001 00:00:00 +0000https://questlabiisc.in/research/ai-for-education/LLM-based question generation and speaking-assessment scoring, aligned to Bloom’s taxonomy and CEFR standards.