2 papers
q-fin.CP2026
American Options Pricing under Heston Model via Curriculum Learning in Coupled PINNs
Rohan, Siddanth Shetty, Amit N. Kumar
In American options, the early exercise feature allows the option to be exercised at any time prior to expiration. However, this flexibility introduces a challenge: the pricing mod…
cs.LG2025
CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators
Amit Kumar, Taoran Ji
Cryptocurrencies fluctuate in markets with high price volatility, posing significant challenges for investors. To aid in informed decision-making, systems predicting cryptocurrency…