2 papers
cs.LG2024
Self-supervised Pretraining for Partial Differential Equations
Varun Madhavan, Amal S Sebastian, Bharath Ramsundar +1
In this work, we describe a novel approach to building a neural PDE solver leveraging recent advances in transformer based neural network architectures. Our model can provide solut…
cs.LG2023
Unveiling the Power of Self-Attention for Shipping Cost Prediction: The Rate Card Transformer
P Aditya Sreekar, Sahil Verma, Varun Madhavan +1
Amazon ships billions of packages to its customers annually within the United States. Shipping cost of these packages are used on the day of shipping (day 0) to estimate profitabil…