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Konstantinos Spiliopoulos

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Knowledge Guided Machine Learning

Knowledge Guided Machine Learning

Anuj Karpatne, Ramakrishnan Kannan and Vipin Kumar

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Large Deviations and Asymptotic Methods in Finance

Large Deviations and Asymptotic Methods in Finance

Peter K. Friz, Jim Gatheral, Archil Gulisashvili, Antoine Jacquier and Josef Teichmann

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Rough Volatility

Rough Volatility

Christian Bayer, Peter K. Friz, Masaaki Fukasawa, Jim Gatheral, Antoine Jacquier and Mathieu Rosenbaum

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Mean Field Games

Mean Field Games

François Delarue

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Bearing Capacity of Roads, Railways and Airfields

Bearing Capacity of Roads, Railways and Airfields

Andreas Loizos, Imad Al-Qadi and Tom Scarpas

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Data-driven Modelling and Scientific Machine Learning in Continuum Physics

Data-driven Modelling and Scientific Machine Learning in Continuum Physics

Krishna Garikipati

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ECAI 2023

ECAI 2023

Kobi Gal, Ann Nowé, Grzegorz J. Nalepa, Roy Fairstein and Roxana Radulescu

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Mathematical Foundations of Deep Learning Models and Algorithms

Mathematical Foundations of Deep Learning Models and Algorithms

Konstantinos Spiliopoulos, Richard B. Sowers and Justin Sirignano

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