Theoretical Physics Research
Research Assistant | Ph.D. Candidate | Baylor University | Advisor: Prof. BFL Ward
QFT • Collider Physics • AdS/CFT • Quantum Foundations & Information • Black Hole Physics
Some Interesting Reading Materials
Quantum Field Theory
Weinberg, S. The Quantum Theory of Fields, Vols. 1–3. Cambridge Univ. Press (1995–2000). Peskin, M. E., Schroeder, D. V. An Introduction to Quantum Field Theory. Westview (1995). Di Francesco, P., Mathieu, P., & Sénéchal, D. Conformal Field Theory. Smirnov, V. A. Evaluating Feynman Integrals.
String Theory and AdS/CFT
Polchinski, J. String Theory, Vols. 1–2. Green, M. B., Schwarz, J. H., & Witten, E. Superstring Theory, Vols. 1–2. Becker, K., Becker, M., & Schwarz, J. H. String Theory and M-Theory. Aharony, O., Gubser, S. S., Maldacena, J., Ooguri, H., & Oz, Y. Large N Field Theories, String Theory and Gravity (Phys. Rept. 323, 2000; hep-th/9905111). Ammon, M., & Erdmenger, J. Gauge/Gravity Duality.
Quantum Foundations and Information
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Differential Geometry
Weinberg, S. The Quantum Theory of Fields, Vols. 1–3. Cambridge Univ. Press (1995–2000). Peskin, M. E., Schroeder, D. V. An Introduction to Quantum Field Theory. Westview (1995). Di Francesco, P., Mathieu, P., & Sénéchal, D. Conformal Field Theory. Smirnov, V. A. Evaluating Feynman Integrals.
Group Theory
Weinberg, S. The Quantum Theory of Fields, Vols. 1–3. Cambridge Univ. Press (1995–2000). Peskin, M. E., Schroeder, D. V. An Introduction to Quantum Field Theory. Westview (1995). Di Francesco, P., Mathieu, P., & Sénéchal, D. Conformal Field Theory. Smirnov, V. A. Evaluating Feynman Integrals.
Functional Analysis
Weinberg, S. The Quantum Theory of Fields, Vols. 1–3. Cambridge Univ. Press (1995–2000). Peskin, M. E., Schroeder, D. V. An Introduction to Quantum Field Theory. Westview (1995). Di Francesco, P., Mathieu, P., & Sénéchal, D. Conformal Field Theory. Smirnov, V. A. Evaluating Feynman Integrals.
Quantum AI
Weinberg, S. The Quantum Theory of Fields, Vols. 1–3. Cambridge Univ. Press (1995–2000). Peskin, M. E., Schroeder, D. V. An Introduction to Quantum Field Theory. Westview (1995). Di Francesco, P., Mathieu, P., & Sénéchal, D. Conformal Field Theory. Smirnov, V. A. Evaluating Feynman Integrals.
Machine Learning and AI
Weinberg, S. The Quantum Theory of Fields, Vols. 1–3. Cambridge Univ. Press (1995–2000). Peskin, M. E., Schroeder, D. V. An Introduction to Quantum Field Theory. Westview (1995). Di Francesco, P., Mathieu, P., & Sénéchal, D. Conformal Field Theory. Smirnov, V. A. Evaluating Feynman Integrals.
Physics Informed Neural Network
Raissi, M., Perdikaris, P., & Karniadakis, G. E. Physics-Informed Neural Networks (J. Comput. Phys. 378, 2019; arXiv:1711.10561). Karniadakis, G. E. et al. Physics-Informed Machine Learning (Nat. Rev. Phys. 3, 422–440, 2021; arXiv:2101.06135). Shin, Y., Darbon, J., & Karniadakis, G. E. Error Estimates in Physics-Informed Neural Networks (arXiv:2004.01806). Lu, L. et al. DeepXDE: A Deep Learning Library for Solving Differential Equations (SIAM Rev. 63, 208–228, 2021; arXiv:1907.04502). Cuomo, S. et al. Scientific Machine Learning Through Physics-Informed Neural Networks: A Survey (arXiv:2201.05624).