From the 1 of 17 papers with an AI index.
5 citations
- Inter-University Centre for Astronomy and AstrophysicsIN4 papers
- Kavli Institute for Particle Astrophysics and CosmologyUS3 papers
- California Institute of TechnologyUS2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Goddard Space Flight CenterUS2 papers
- Indian Institute of Technology BombayIN2 papers
- Indian Institute of Technology KharagpurIN2 papers
- Physical Research LaboratoryIN2 papers
- Stanford UniversityUS2 papers
- University of PennsylvaniaUS2 papers
- American University of SharjahAE1 paper
- Aryabhatta Research Institute of Observational SciencesIN1 paper
4 papers · 1 filter
Joint 3D Gravity and Magnetic Inversion via Rectified Flow and Ginzburg-Landau Guidance
Dhruman Gupta, Yashas Shende, Aritra Das +2
Subsurface ore detection is of paramount importance given the rising depletion of shallow mineral resources in recent years. It is crucial to explore approaches that go beyond the…
AdaWeather: Adaptively Mixing Probabilistic Weather Forecasts with Logarithmic Regret
Saptarishi Dhanuka, Sarvesh Iyer, Manmeet Singh +5
Recent advances in machine learning have produced probabilistic weather forecasting models comparable to state-of-the-art numerical weather predictors. But no model consistently do…
Physics Aware Neural Networks: Denoising for Magnetic Navigation
Aritra Das, Yashas Shende, Muskaan Chugh +3
Magnetic-anomaly navigation, leveraging small-scale variations in the Earth's magnetic field, is a promising alternative when GPS is unavailable or compromised. Airborne systems fa…
Oscillators Are All You Need: Irregular Time Series Modelling via Damped Harmonic Oscillators with Closed-Form Solutions
Yashas Shende, Aritra Das, Reva Laxmi Chauhan +2
Transformers excel at time series modelling through attention mechanisms that capture long-term temporal patterns. However, they assume uniform time intervals and therefore struggl…