Publications

Academic Journal Publications

1. T. Heo, R. Macdonald (2024). "Effects of charging and discharging capabilities on trade-offs between model accuracy and computational efficiency in pumped thermal electricity storage", in review. arxiv

2. S. Han, T. Heo, C. Yeum, K. Kim, J. Choi, M. Tia (2024). "Machine Learning Approach to Rapidly Evaluate Curling of Concrete Pavement", International Journal of Concrete Structures and Materials, Vol. 18, (2024-10). DoI 

3. D. Liu, G. Ferri, T. Heo*, E. Marino, L. Manuel (2024). "On Long-term Fatigue Damage Estimation for a Floating Offshore Wind Turbine using a Surrogate Model", Renewable Energy, Vol. 225, (2024-05). DoI PDF 

4. T. Heo, D. Liu, L. Manuel,  J.A.F.O. Correia, P. Mendes (2023). "Assessing Fatigue Damage in the Reuse of a Decommissioned Offshore Jacket Platform to Support a Wind Turbine", Journal of Offshore Mechanics and Arctic Engineering, Vol. 145, (2023-08). DoI  PDF

5. T. Heo, D. Liu, L. Manuel (2023). "Weather Window Analysis in Operations and Maintenance Policies for Offshore Floating Multi-Purpose Platforms", Journal of Offshore Mechanics and Arctic Engineering, Vol. 145, (2023-08), 041701. DoI  PDF

6. T. Heo, L. Manuel (2022). "Greedy Copula Segmentation of Multivariate Non-stationary Time Series for Climate Change Adaptation", Progress in Disaster Science, Vol. 14, (2022-04), 100221. DoI  PDF 

7. P. Mendes, J.A.F.O. Correia, J. Arrojado, T. Heo, N. Fantuzzi, L. Manuel (2022). "Horizontal and vertical axis wind turbines on existing jacket platforms: Part 2 – Retrofitting activities", Structures, Vol. 40, (2022-06), 109-126. DoI  PDF

8. J. Kim, J. Kim, T. Heo, J. Lee (2019). “A Study on the Characteristics of Bi-directional Responses by Ground Motions of Moderate Magnitude Earthquakes Recorded in Korea”, Journal of the Earthquake Engineering Society of Korea, Vol. 23, No. 5 (2019-08), pp. 269-277. DoI 

9. J. Kwon, T. Heo, J. Kim, H. Oh (2018). “A New P-wave Detector Via Moving Empirical Cumulative Distribution Function”, Bulletin of the Seismological Society of America, Vol. 108, No. 4 (2018-08), pp. 2080-2089. DoI  PDF 

10. T. Heo, J. Kim, J. Lee, J. Kim (2018). “Response Spectra of 2017 Pohang Earthquake and Comparison with Korean Standard Design Spectra”, Journal of the Earthquake Engineering Society of Korea, Vol. 22, No. 3 (2018-04), pp. 129-137. DoI

11. T. Heo, J. Kim, J. Lee, J. Kim (2018). “A Study on the Damping Correction Factors for the Korean Standard Design Spectrum”, Journal of the Earthquake Engineering Society of Korea, Vol. 22, No. 1 (2018-01), pp. 1-14. DoI

12. J. Kim*, J. Kim, J. Lee, T. Heo (2017). “Response spectra of 2016 Gyeongju Earthquake and comparison with Korean standard design spectra”, Journal of the Earthquake Engineering Society of Korea, Vol. 21, No. 6 (2017-11), pp. 277-286. DoI

13. J. Kim, J. Kim, J. Lee, T. Heo* (2016). “Development of Korean Standard Vertical Design Spectrum Based on the Domestic and Overseas Intra-plate Earthquake Records”, Journal of the Earthquake Engineering Society of Korea, Vol. 20, No. 6 (2016-11), pp. 413-424. DoI

14. J. Kim*, J. Kim, J. Lee, T. Heo (2016). “Development of Korean Standard Horizontal Design Spectrum Based on the Domestic and Overseas Intra-plate Earthquake Records”, Journal of the Earthquake Engineering Society of Korea, Vol. 20, No. 6 (2016-11), pp. 369-378. DoI

Proceedings & Posters & Presentations

1. T. Heo, C. Bajaj (2024). "Sample Efficient Learning of Factored Embeddings of Tensor Fields", AISTATS, May 2, Valencia, Spain.

2. G. Ferri, D. Liu, T. Heo, E. Marino, L. Manuel (2023). "On Long-term Fatigue Damage Estimation for a Floating Offshore Wind Turbine using a Surrogate Model", 16th International Conference on Wind Engineering, August 27, Florence, Italy.

3. E. Washburn, T. Heo (2022). "A Simulation Study on Risk Associated with Berthing Loads for Load Factor Development", Ports 2022, September 18, Honolulu, Hawaii. 

4. T. Heo, D. Liu, L. Manuel, J.A.F.O. Correia, P. Mendes (2022). “Sustainable Reuse of Decommissioned Jacket Platforms for Offshore Wind Energy Accounting for Accumulated Fatigue Damage”, Proceedings of the ASME 2022 41st International Conference on Ocean, Offshore and Arctic Engineering, June 9, Hamburg, Germany.

5. T. Heo, D. Liu, L. Manuel (2022). “Stochastic Weather Window Analysis in Operations and Maintenance Planning Policies for Offshore Floating Multi-Purpose Platforms”, Proceedings of the ASME 2022 41st International Conference on Ocean, Offshore and Arctic Engineering, June 8, Hamburg, Germany.

6. T. Heo, L. Manuel (2021). "Greedy Copula Segmentation of Multivariate Non-Stationary Time Series for Climate Change Adaptation", 2nd International Symposium on Disaster Resilience and Sustainable Development, June 24, Virtual.

7. T. Heo, L. Manuel (2021). "Optimizing Operations and Maintenance for Offshore Multi-Purpose Platforms in Variable Weather Conditions", 2021 Engineering Mechanics Institute and Probabilistic Mechanics & Reliability Conference, May 25, Virtual.

8. T. Heo, P.T.T. Nguyen, L. Manuel, M. Collu, K.A. Abhinav, X. Xu, G. Brizzi (2020). "Operations and Maintenance for Multipurpose Offshore Platforms using Statistical Weather Window Analysis", Global Oceans 2020: Singapore - U.S. Gulf Coast, October 5, Virtual.

9. J. Kim, J. Lee, T. Heo, J. Kim (2018). “Vibration Perception in Macro Seismic Intensity Measure Considering Earthquake Ground Motions in Korea”, Proceedings of the Fall Conference of the Earthquake Engineering Society of Korea, pp. 45-46, September 14, Chuncheon, South Korea.

10. J. Lee, J. Kim, G. Surenkhuh, T. Heo, S. Park, J. Kim (2018). “Development of Korean Earthquake Intensity Scale”, Proceedings of the Fall Conference of the Earthquake Engineering Society of Korea, pp. 37-38, September 14, Chuncheon, South Korea.

11. T. Heo, J. Lee, J. Kim, J. Kim (2018). “Modified Korean Standard Design Spectra Considering 9·12 Earthquake”, Proceedings of the Fall Conference of the Earthquake Engineering Society of Korea, pp. 109-110, September 14, Chuncheon, South Korea.

12.  G. Surenkhuh, T. Heo, J. Lee, J. Kim, J. Kim (2018). “Development of Seismic Intensity Prediction Formula Based on the intra-plate Earthquake Records”, Proceedings of the Fall Conference of the Earthquake Engineering Society of Korea, pp. 41-42, September 14, Chuncheon, South Korea.

13. J. Lee, G. Surenkhuh, J. Kim, T. Heo, J. Kim (2018). “Correlation of Damage of Bridges with Earthquake Intensities Considering Seismic Characteristics of Korea”, Proceedings of the Fall Conference of the Earthquake Engineering Society of Korea, pp. 43-44, September 14, Chuncheon, South Korea.

14. T. Heo, J. Kim, J. Lee, J. Kim (2018). “Horizontal Response Spectra of 2017 Pohang Earthquake and Its Comparison with Horizontal Korean Standard Design Spectra”, Proceedings of the 2018 Spring Conference of the Earthquake Engineering Society of Korea, pp. 49-50, March 23, Incheon, South Korea.

15. B. Kim, G. Surenkhuh, T. Heo (2018). “Relationship between macroseismic intensity and instrumental seismic intensity for Korean earthquakes”, Proceedings of the 2018 Spring Conference of the Earthquake Engineering Society of Korea, pp. 47-48, March 23, Incheon, South Korea.

16. J. Kim, J. Kim, J. Lee, T. Heo (2017). "Development of Korean Standard Design Response Spectrum", Transactions of the Korean Nuclear Society Spring Meeting, May 18, Jeju, South Korea.

17. H. Oh, J. Kim, J. Kwon, T. Heo (2017). “Real-time P wave detector based on empirical cumulative density function”, Proceedings of the Fall Conference of the Earthquake Engineering Society of Korea, (2017-09), pp. 125-126, September 15, Gyeongju, South Korea.

18. G. Surenkhuh, J. Kim, T. Heo (2017). “A Study on the Current Status and Problems of Seismic Design Criteria In Mongolia”, Proceedings of the 2017 Spring Conference of the Earthquake Engineering Society of Korea, (2017-03), pp. 95-96, March 24, Seoul, South Korea.

19. B. Kim, T. Heo, J. Kim, J. Kim (2017). “A study on intensity of Gyeongju earthquake for development of the seismic intensity scale in Korea”, Proceedings of the 2017 Spring Conference of the Earthquake Engineering Society of Korea, (2017-03), pp. 5-6, March 24, Seoul, South Korea.

20. T. Heo, J. Kim (2016). “Implementational Improvements of the early warning method based on P-wave waveform envelope function with an application to Korea”, Proceedings of the 2016 American Geophysical Union Fall meeting, S23A-2758, December 12-16, San Francisco, California.

21. T. Heo, J. Kim, J. Lee, J. Kim (2016). “A Study on the Comparison of Geometric Mean Spectrum with Maximum Direction Spectrum based on the Domestic and Overseas Intra-Plate Earthquake Records”, Proceedings of the 2016 Fall Conference of the Earthquake Engineering Society of Korea, (2016-09), pp. 39-40, September 22-23, Seoul, South Korea.

22. Y. Lee, J. Kim, T. Heo, J. Kim (2016). “A study on the effects of the damping ratio on the shape of inelastic response spectrum based on the intra-plate earthquake records”, Proceedings of the 2016 Spring Conference of the Earthquake Engineering Society of Korea, (2016-03), pp. 143-144, March 18, Suwon, South Korea.

23. T. Heo, Y. Kim, J. Park, C. Park, J. Kim (2016). “A study on the application of early warning method based on P-wave waveform envelope function”, Proceedings of the 2016 Spring Conference of the Earthquake Engineering Society of Korea, (2016-03), pp. 139-140, March 18, Suwon, South Korea.

24. J. Kim, J. Lee, J. Kim, Y. Lee, T. Heo (2015). “Change of vertical response spectrum shape with respect to damping ratio in intraplate earthquake ground motions”, Proceedings of the 2015 Fall Conference of the Earthquake Engineering Society of Korea, (2015-09), pp. 179-180, September 10-12, Jeju, South Korea.

25. J. Kim, C. Baag, T. Heo, Y. Kim (2015). “Synthesis of Strong Ground Motion using Empirical Green’s Function: Cases for the 2007 Odaesan and the 2009 Andong Earthquakes”, Proceedings of the 2015 Fall Conference of the Earthquake Engineering Society of Korea, (2015-09), pp. 149-150, September 10-12, Jeju, South Korea.

Invited Seminars/Lectures

1. Climate change adaptation and mitigation within civil and ocean infrastructure systems (2023). Department of ICT Integrated Ocean Smart City Engineering, Dong-A University, Invited by Dr. Sangyoung Han.

2. How data science frameworks can enhance our design paradigms for civil and energy infrastructure? (2023). MIT Energy Initiative Invited by Drs. Ruaridh Macdonald and Dharik Mallapragada.

3. Incorporating the non-stationarity of climate process into future risk estimation for the insurance industry (2022). Moody’s RMS (Risk Management Solutions) Invited by Dr. Mohsen Rahnama.

Reports

1. D. Prevatt, S. Kameshwar, D. Roueche, B. Rittelmeyer, T. Duarte, T. Heo, H. Ibrahim, S. Klepac, O. Lafontaine, T. Lin, L. Manuel, S. Pilkington, Y. Pinyochotiwong, J. Santiago-Hernandez, S. Strader, K. Gurley, T. Kijewski-Correa, K. Mosalam, I. Robertson (2021). "StEER: Hurricane Ida joint preliminary virtual reconnaissance report-early access reconnaissance report (PVRR-EARR)."

2. J.T. Oden, P.K. Jha, L. Cao, T. Heo, J. Hu, M. Hu, J. Kelley, J.D. Mora Paz, C. Neary, A. Potla, S. Sherriffdeen, C. Tessmer, C. Yang (2020). “Oden Institute REPORT 20-10.”