教授獲獎 Professor 

• 國立陽明交通大學校級傑出教學獎 (2024)
• 英國高等教育培訓認證HEA Fellow (2021)
• 國立交通大學108學年度彈性薪資暨獎勵 (服務類) (2019.8-2020.7)
• 中國材料學會 第二屆微電影創作比賽佳作 (2019)
• 中國材料學會 優秀年輕學者獎 (2019)
• 第15屆國家新創獎-醫療器材與設備組-學研新創獎
  15th National Innovation Award (2018)
• 國立交通大學106年度傑出教學獎 (校級)
  National Chiao Tung University Outstanding Teaching Award (2018)
• 國立交通大學106年度傑出教學獎 (院級)
  National Chiao Tung University Teaching Award (2018)
• 科技部-優秀年輕學者研究計畫
  Distinguished Young Investigator Award Ministry of Science and Technology, Taiwan (2015)

學生獲獎 Student

• 陳傑中：Battery Informatics & ML Competition，Top 3 winner，MRS, USA，(2022)
• 王培德：國家實驗研究院暑期實習海報競賽優等，國家實驗研究院 (2022)
• 陳傑中：110年度大專學生研究計畫研究創作獎，科技部 (2022)
• 李佳芸：材料科學學生論文獎-第二名，中國材料科學學會 (2021)
• 鄭厚雍：材料科學學生論文獎-優等獎，中國材料科學學會 (2020)
• 李知諭：材料科學學生論文獎-優等獎，中國材料科學學會 (2020)
• 王威鈞：材料年會微電影競賽佳作 (2019)
• 馬子涵：材料年會微電影競賽佳作 (2019)
• 宮培晴：經濟部技術處搶鮮大賽 創新實作類-優選 (2019)
• 許家維：經濟部技術處搶鮮大賽 創新實作類-優選 (2019)
• 宮培晴：第15屆國家新創獎-醫療器材與設備組-學研新創獎 (2018)
• 李宜蒨：IUMRS-ICA 2017-Excellent Poster Award (2017)
• 簡士勛：材料創新獎-鈦骨達人-第一名 (2017)
• 李宜蒨：IUMRS-ICA 2017 Excellent Poster Award，IUMRS (2017)
• 莊育忠：大專學生研究創作獎 (2016)
• 鄭詩翰：亞太地區大專生力學競賽第一名團隊成員 (2017)（修課大學生）
• 郭彧辰：亞太地區大專生力學競賽第二名團隊成員 (2017)（修課大學生）
• 楊清雲：亞太地區大專生力學競賽第一名團隊成員 (2015)（修課大學生）
• 邵葆雯：亞太地區大專生力學競賽第二名團隊成員 (2015)（修課大學生）

1. Jenny Zwei-Chieng Chang, Jui-Ting Hsu, Ming-Jun Li, Hung-Ying Lin, Jason Sun, Nien-Ti Tsou*, Jui-Sheng Sun* (2024, Dec). Optimizing dental implant design: Structure, strength, and bone ingrowth. Journal of Dental Sciences. 本人為通訊作者.
2. Yi-Fen Tsai, Pai-Chun Wei*, Nien-Ti Tsou, Ying-Chun Chao, Hung-Wei Yen, Jhe-Yu Lin, Kuang-Kuo Wang, Hsin-Jay Wu* (2024, Feb). Grand herringbone architecture securing the high thermoelectric performance of GeTe. Materials Today Physics, Volume 41, February 2024, 101329.
3. Tso-Wei Chen, Pei-Te Wang, Yung-Chang Kang, Bo-Cheng Wu, Nien-Ti Tsou, Uwe Glatzel, Stéphane Gorsse, An-Chou Yeh* (2023, Oct). Grain boundary serration tuning and its effect on hot workability of a wrought superalloy. Journal of Alloys and Compounds, Volume 960, Pages 170620.
4. Yi-Ming Tseng, Pei-Te Wang, Nan-Yow Chen, An-Cheng Yang, Nien-Ti Tsou∗ (2023, Oct). Martensite Variant Identification Method for shape memory alloys by using graph neural network. Computational Materials Science, Volume 229, Pages 112410. 本人為通訊作者.
5. Jia-Wei Chen, Yun-Guan Wei, Hung-Yang Lo, SiCheng Lu, Yi-Che Chen, Chi-Fong Lei, Po-Liang Liu, Pu Yu, Nien-Ti Tsou, Akira Yasuhara, Wen-Wei Wu*, and Ying-Hao Chu* (2023, Sep). Mechanically Robust Interface at Metal/Muscovite Quasi van der Waals Epitaxy. ACS Applied Materials & Interfaces, ACS Appl. Mater. Interfaces 2023, 15, 40, 47715–47724.
6. Pei-Ching Kung, Mahtab Heydari, Nien-Ti Tsou, Bruce L. Tai* (2023, Jun). A neural network framework for immediate temperature prediction of surgical hand-held drilling. Computer Methods and Programs in Biomedicine, Volume 235, June 2023, 107524.
7. Fon-Yih Tsuang, Ming-Jun Li, Po-Han Chu, Nien-Ti Tsou*, Jui-Sheng Su* (2023, Jan). Mechanical performance of porous biomimetic intervertebral body fusion devices: an in vitro biomechanical study. Journal of Orthopaedic Surgery and Research, volume 18, Article number: 71 (2023). 本人為通訊作者.
8. Jhuo-Lun Lee, Pei-Te Wang, Kai-Chi Lo, Pai-Keng Shen, Nien-Ti Tsou, Koji Kakehi, Hideyuki Murakami, Che-Wei Tsai, Stéphane Gorsse, An-Chou Yeh* (2023, Jan). Effect of serrated grain boundary on tensile and creep properties of a precipitation strengthened high entropy alloy. Science and Technology of Advanced Materials, 2023, VOL. 24, NO. 1, 2158043.
9. Pei-Ching Kung, Chia-Wei Hsu, An-Cheng Yang, Nan-Yow Chen, Nien-Ti Tsou* (2023, Jan). Prediction of Bone Healing around Dental Implants in Various Boundary Conditions by Deep Learning Network. International Journal of Molecular Sciences, Int. J. Mol. Sci. 2023, 24(3), 1948. 本人為通訊作者.
10. Jia-Juen Ong, Dinh-Phuc Tran, You-Yi Lin, Fang-Chun Shen, Shih-Chi Yang, Kang-Ping Lee, Guan-You Shen, Min-Hsun Yu, Po-Ning Hsu, Nien-Ti Tsou, Wen-Wei Wu, Chih Chen* (2022, Nov). Single-crystal-like Cu joints with high strength and resistance to fatigue failures. Materials Science and Engineering: A, Volume 857, 1 November 2022, 144051.
11. Po-Ning Hsu, Dai-Lung Lee, Dinh-Phuc Tran, Kai-Cheng Shie, Nien-Ti Tsou, Chih Chen* (2022, Oct). Effect of Tin Grain Orientation on Electromigration-Induced Dissolution of Ni Metallization in SnAg Solder Joints. Materials, Volume 15(20):7115.
12. Jiahuan Lu, Rui Xiong*, Jinpeng Tian, Chenxu Wang, Chia-Wei Hsu, Nien-Ti Tsou, Fengchun Sun, Ju Li* (2022, Sep). Battery degradation prediction against uncertain future conditions with recurrent neural network enabled deep learning. Energy Storage Materials, Volume 50, September 2022, Pages 139-151.
13. Jia-Juen Ong, Dinh-Phuc Tran, Man-Chi Lan, Kai-Cheng Shie, Po-Ning Hsu, Nien Ti Tsou, Chih Chen* (2022, Jul). Enhancement of fatigue resistance by recrystallization and grain growth to eliminate bonding interfaces in Cu–Cu joints. Scientific Reports, Volume 12, Issue 1, Pages 1-10. 本人為通訊作者.
14. Po-Ning Hsu, Kai-Cheng Shie, Dinh-Phuc Tran, Nien-Ti Tsou*, Chih Chen* (2022, Jul). Failures of Cu-Cu Joints under Temperature Cycling Tests. Materials, Materials 2022, 15, 4944. 本人為通訊作者.
15. Po-Ning Hsu, Kai-Cheng Shie, Kuan-Peng Chen, Jing-Chen Tu, Cheng-Che Wu, Nien-Ti Tsou*, Yu-Chieh Lo, Nan-Yow Chen*, Yong-Fen Hsieh, Mia Wu, Chih Chen & King-Ning Tu* (2022, Apr). Artificial intelligence deep learning for 3D IC reliability prediction. Scientific Reports, Volume 12, Article number: 6711 (2022). 本人為通訊作者.
16. Mao-Yuan Luo, Tu-Ngoc Lam, Pei-Te Wang, Nien-Ti Tsou, Yao-Jen Chang, Rui Feng, Takuro Kawasaki, Stefanus Harjo, Peter K. Liaw, An-Chou Yeh, Soo Yeol Lee*, Jayant Jain*, E-Wen Huang*. (2022, Mar). Grain-size-dependent microstructure effects on cyclic deformation mechanisms in CoCrFeMnNi high-entropy-alloys. Scripta Materialia, Volume 210, 15 March 2022, 114459.
17. Chia-Wei Hsu, Rui Xiong, Nan-Yow Chen*, Ju Li*, Nien-Ti Tsou* (2022, Jan). Deep neural network battery life and voltage prediction by using data of one cycle only. Applied Energy, Volume 306, Part B, 15 January 2022, 118134. 本人為通訊作者.
18. Chao‐Yi Chu, Pu‐Wei Wu, Jung‐Chih Chen, Nien‐Ti Tsou, You‐Yi Lin, Yu‐Chun Lo, Ssu‐Ju Li, Ching‐Wen Chang, Bo‐Wei Chen, Chia‐Lin Tsai, You‐Yin Chen*, Ta‐Chung Liu*, San‐Yuan Chen* (2021, Dec). Flexible optogenetic transducer device for remote neuron modulation using highly upconversion efficient dendrite‐like gold inverse opaline structure. Advanced Healthcare Materials, 2101310.
19. Chia-Wei Hsu, An-Cheng Yang, Pei-Ching Kung, Nien-Ti Tsou* & Nan-Yow Chen* (2021, Nov). Engineer design process assisted by explainable deep learning network. Scientific Reports, volume 11, Article number: 22525 (2021). 本人為通訊作者.
20. Jing-Ye Juang, Chia-Ling Lu, Yu-Jin Li, Po-Ning Hsu, Nien-Ti Tsou, K.N. Tu, Chih Chen* (2021, Sep). A solid state process to obtain high mechanical strength in Cu-to-Cu joints by surface creep on (111)-oriented nanotwins Cu. Journal of Materials Research and Technology, Volume 14, Pages 719-730. MOST 110-2634-F-009-027.
21. Hou-Yung Cheng, Pei-Ching Kung, Chia-Wei Hsu, Chang-Wei Huang*, Nien-Ti Tsou* (2021, Aug). A Rapid Implant Generator Based on Neural Network. Multiscale Science and Engineering, Multiscale Science and Engineering (2021).  本人為通訊作者.
22. Min-Yu Chiang, Hung-Wei Cheng, Yu-Chih Lo, Wei-Chun Wang, Shwu-Jen Chang, Chu-Hsun Cheng, Yu-Chang Lin, Huai-En Lu, Ming-Wen Sue, Nien-Ti Tsou, Yu-Chun Lo, Ssu-Ju Li, Chao-Hung Kuo, You-Yin Chen*, Wei-Chen Huang*, San-Yuan Chen* (2021, Apr). 4D spatiotemporal modulation of biomolecules distribution in anisotropic corrugated microwrinkles via electrically manipulated microcapsules within hierarchical hydrogel for spinal cord regeneration. Biomaterials, Volume 271, 2021, 120762.
23. Ming-Jun Li, Pei-Ching Kung, Yuan-Wei Chang, Nien-Ti Tsou* (2020, Dec). Healing Pattern Analysis for Dental Implants Using the Mechano-Regulatory Tissue Differentiation Model. International Journal of Molecular Sciences, Int. J. Mol. Sci. 2020, 21(23), 9205. 本人為通訊作者.
24. Tu-Ngoc Lam, Soo Yeol Lee*, Nien-Ti Tsou, Hung-Sheng Chou, Bo-Hong Lai, Yao-Jen Chang, Rui Feng, Takuro Kawasaki, Stefanus Harjo, Peter K. Liaw, An-Chou Yeh, Ming-Jun Li, Ren-Fong Cai, Sheng-Chuan Lo, E-Wen Huang* (2020, Dec). Enhancement of fatigue resistance by overload-induced deformation twinning in a CoCrFeMnNi high-entropy alloy. Acta Materialia, Volume 201, December 2020, Pages 412-424.
25. Chih-Chieh Huang, Ming-Jun Li, Pei-I Tsai, Pei-Ching Kung, San-Yuan Chen, Jui-Sheng Sun*, Nien-Ti Tsou* (2020, Nov). Novel design of additive manufactured hollow porous implants. Dental Materials, DENTAL-3605; No. of Pages 15. 本人為通訊作者.
26. Jo-Chi Tseng*, Wei-Chin Huang, Wei Chang, Arno Jeromin, Thomas F Keller, Jun Shen, Andrew Chihpin Chuang, Chun-Chieh Wang, Bi-Hsuan Lin, Lia Amalia, Nien-Ti Tsou, Shao-Ju Shih, E-Wen Huang* (2020, Oct). Deformations of Ti-6Al-4V additive-manufacturing-induced isotropic and anisotropic columnar structures: In situ measurements and underlying mechanisms. Additive Manufacturing, 35 (2020), 101322.
27. Tu-Ngoc Lam, Minh-Giam Trinh, Chih-Chieh Huang, Pei-Ching Kung, Wei-Chin Huang, Wei Chang, Lia Amalia, Hsu-Hsuan Chin, Nien-Ti Tsou, Shao-Ju Shih, San-Yuan Chen, Chun-Chieh Wang, Pei-I Tsai, Meng-Huang Wu*, E-Wen Huang* (2020, Oct). Investigation of bone growth in additive-manufactured pedicle screw implant by using Ti-6Al-4V and bioactive glass powder composite. International Journal of Molecular Sciences, Int. J. Mol. Sci. 2020, 21(20), 7438.
28. Yu-Jin Li, Chia-Wei Hsu, Yi-Hsin Ting, Nien-Ti Tsou, Yu-Chieh Lo, Wen-Wei Wu, K.N.Tu, Chih Chen* (2020, Oct). Deformation induced columnar grain rotation in nanotwinned metals. Materials Science and Engineering: A, Volume 797, 21 October 2020, 140045.
29. Tzu-Han Ma, Wei-Chun Wang, Ming-Wen Sue, Chang-Wei Huang*, Nien-Ti Tsou* (2020, Jul). Manipulating the deformation of swelling hydrogel models by microparticles. Multiscale Science and Engineering, Multiscale Science and Engineering 2020, 1-7. 本人為通訊作者.
30. Pei-Ching Kung, Shih-Shun Chien, Nien-Ti Tsou* (2020, Jun). A hybrid model for predicting bone healing around dental implants. Materials, Materials 2020, 13(12), 2858.  本人為通訊作者.
31. Min Yen, Yu-Hong Lai, Chun-Li Zhang, Hou-Yung Cheng, Yi-Ting Hsieh, Jhih-Wei Chen, Yi-Chun Chen, Li Chang, Nien-Ti Tsou, Jiang-Yu Li, Ying-Hao Chu* (2020, Apr). Giant resistivity change of transparent ZnO/Muscovite heteroepitaxy. ACS Applied Materials & Interfaces, 16 Apr 2020, 12(19): pp. 21818-21826.
32. E-Wen Huang*, Soo Yeol Lee*, Jayant Jain, Yang Tong, KeAn, Nien-Ti Tsou, Tu-Ngoc Lam, Dunji Yu, Hobyung Chae, Shi-Wei Chen, Shih-Min Chen, Hung-Sheng Chou* (2019, Jun). Hardening steels by the generation of transient phase using additive manufacturing . Intermetallics, 109, pp. 60-67.
33. Pei-I.Tsai, Tu-Ngoc Lam, Meng-Huang Wu, Kuan-Ying Tseng, Yuan-Wei Chang, Jui-Sheng Sun, Yen-Yao Li, Ming-Hsueh Lee, San-Yuan Chen, Chung-Kai Chang, Chun-Jen Su, Chia-Hsien Lin, Ching-Yu Chiang, Ching-Shun Ku, Nien-Ti Tsou, Shao-Ju Shih, Chun-Chieh Wang*, E-Wen Huang* (2019, May). Multi-scale mapping for collagen-regulated mineralization in bone remodeling of additive manufacturing porous implants . Materials Chemistry and Physics , 230, pp. 83-92.
34. Yu-Jen Chou, Cheng-Yan Tan, Fetene Fufa Bakare, Nien-Ti Tsou, E-Wen Huang, Shao-Ju Shih* (2019, Mar). Control of dopant distribution in yttrium-doped bioactive glass for selective internal radiotherapy applications using spray pyrolysis. Materials , 12 (6), 986.
35. Hsin-Yu Chen, Nien-Ti Tsou* (2019, Jan). The analysis of thermal-induced phase transformation and microstructural evolution in Ni-Ti based shape memory alloys by molecular dynamics. Computer Modeling in Engineering & Sciences, 120 (2), pp. 319-332. 本人為通訊作者.
36. Min-Jyun Lai, Hung-Yuan Lu, Nien-Ti Tsou* (2019, Jan). Microstructural evolution of superelasticity in shape memory alloys. Multiscale Science and Engineering, Multiscale Science and Engineering 1 (2), 141-149. 本人為通訊作者.
37. Hung-Yuan Lu, Chih-Hsuan Chen, Nien-Ti Tsou* (2018, Dec). The analysis of superelasticity and microstructural evolution in NiTi single crystals by molecular dynamics. Materials, 2019, 12(1), 57. 本人為通訊作者.
38. Yu-Jen Chou, Chih-Wei Hsiao, Nien-Ti Tsou, Meng-Huang Wu, Shao-Ju Shih* (2018, Dec). Preparation and in vitro bioactivity of micron-sized bioactive glass particles using spray drying method. Applied Sciences, 9 (1), 19.
39. Pin Hong Goh, Ming-Jun Li, Nien-Ti Tsou* (2017, Aug). The design and analysis for low-frequency piezoelectric cymbal transducers. Ceramics International, 43, S49-S54. 本人為通訊作者.
40. Chia-Wei Yang, Nien-Ti Tsou* (2017, Apr). Microstructural analysis and molecular dynamics modeling of shape memory alloys. Computational Materials Science , 131, pp. 293-300. 本人為通訊作者.
41. Jo-Fan Wu, Chia-Wei Yang, Nien-Ti Tsou*, Chuin-Shan Chen* (2017, Mar). Identification of crystal variants in shape-memory alloys using molecular dynamics simulations. Coupled systems mechanics, 6 (1), pp. 41-54. 本人為通訊作者.
42. Hsiao-Chien Lee, Pei-I Tsai, Chih-Chieh Huang, San-Yuan Chen, Chuen-Guamg Chao, Nien-Ti Tsou (2017, Feb). Numerical method for the design of healing chamber in additive-manufactured dental implants. BioMed Research International , Volume 2017. 本人為通訊作者.
43. Tzu-Cheng Liu, Nien-Ti Tsou (2016, Dec). The observation of microstructures in the trigonal shape memory alloys. Multiscale and Multiphysics Mechanics, 5 (4), pp. 329-340. 本人為通訊作者.
44. Jo-Fan Wu, Chia-Wei Yang, Nien-Ti Tsou, Chuin-Shan Chen (2016, Jul). Identification of crystal variants in shape-memory alloys using molecular dynamics simulations. Coupled Systems Mechanics. 本人為通訊作者.
45. Kai-Hsin Liou, Nien-Ti Tsou, Dun-Yen Kang (2015, Jul). Relationships among the structural topology, bond strength, and mechanical properties of single-walled aluminosilicate nanotubes. Nanoscale, 7 (39), 16222-16229.
46. Tsou, Nien-Ti Chen, Chih-Hsuan Chen, Chuin-Shan Wu, Shyi-Kaan (2015, May). Classification and analysis of trigonal martensite laminate twins in shape memory alloys. Acta Materialia, 193-204. MOST 102-2218-E-009-019-MY2. 本人為第一作者、通訊作者.
47. Nien-Ti Tsou (2014, Jan). The evolution of compatible microstructures in shape memory alloys. Procedia Engineering, 79, 579-582. 本人為第一作者、通訊作者.
48. Shieh, Y.N. Lin, N.T. Tsou, Y.C. Shu (2013, Aug). Strain actuation of barium titanate single crystals under electromechanical loading in the non-polar [110] direction. Smart Materials and Structures, 22 (9), 094011.
49. L. Kim, N.T. Tsou, J.E. Huber (2013, May). Domain evolution processes during poling of a near-morphotropic Pb(Zr, Ti)O3 ceramic. Journal of Applied Physics, 113(19), 194104.
50. N.T. Tsou, J.E. Huber, A.C.F. Cocks (2013, Jan). Evolution of compatible laminate domain structures in ferroelectric single crystals. Acta Materialia, 61 (2), pp. 670-682. 本人為第一作者、通訊作者.
51. N.T. Tsou, J.E. Huber, Y.C. Shu (2012, Aug). A sharp interface model of compatible twin patterns in shape memory alloys. Smart Materials and Structures, 21 (9), 094010. 本人為第一作者、通訊作者.
52. N. T. Tsou, P. R. Potnis, and J. E. Huber (2011, May). Classification of laminate domain patterns in ferroelectrics. Physical Review B, 83 (18), 184120. 本人為第一作者、通訊作者.
53. P.R. Potnis, N.T. Tsou, J.E. Huber (2011, Feb). A review of domain modelling and domain imaging techniques in ferroelectric crystals. Materials, 4 (2), 417-447.
54. NT Tsou, JE Huber (2010, Jul). Compatible domain structures and the poling of single crystal ferroelectrics. Mechanics of Materials, 42 (7), pp. 740-753. 本人為第一作者、通訊作者.
55. N.T. Tsou, J.E. Huber (2010, Feb). Compatible domain arrangements and poling ability in oriented ferroelectric films. Continuum Mechanics and Thermodynamics, 22, pp. 203–219 (2010). 本人為第一作者、通訊作者.
56. 宮培晴、鄒年棣 （2020年02月）。機器學習運用於牙釘效能預測。工業材料雜誌，298, pp. 149-154。

1. Chia Chun Chen, Nien-Ti Tsou, Ding-Han Wang (2024, Jul). BIOMECHANICS ANALYSIS BASED ON HIGH-RESOLUTION LIVE MICRO-CT IMAGES IN THE RAT TEMPOROMANDIBULAR JOINT. 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, Vancouver, Canada.
2. Formation of Disordered Nano-particles and their influence on the Elevated Temperature Deformation of High Entropy Superalloys (2024, Jul). Wei-Che Hsu, Jhuo-Lun Lee, Tso-Wei Chen, Mainak Saha, Takuma Saito, Taisuke Sasaki, Hideyuki Murakami, You-Yi Lin, You-Lun Hsu, Tasi-Fu Chung, Nien-Ti Tsou, Ching Yu-Chiang, An-Chou Yeh*. NANO KOREA 2024, Korea.
3. Jie-Chung Chen, Nien-Ti Tsou (2024, Jul). SELF-SUPERVISED LEARNING FOR HEALTH ASSESSMENT OF LITHIUM-ION BATTERIES IN ELECTRIC VEHICLES. 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, Vancouver, Canada. 本人為通訊作者.
4. Wei-Che Hsu, Jhuo-Lun Lee, Tso-Wei Chen, Mainak Saha, Takuma Saito, Taisuke Sasaki, Hideyuki Murakami, You-Yi Lin, You-Lun Hsu, Tasi-Fu Chung, Nien-Ti Tsou, Ching Yu-Chiang, An-Chou Yeh* (2024, Jul). Formation of Disordered Nano-particles and their influence on the Elevated Temperature Deformation of High Entropy Superalloys. NANO KOREA 2024 Symposium, Korea.
5. Mahtab Heydari, Pei-Ching Kung, Bruce L. Tai, Nien-Ti Tsou (2023, Jun). Real-Time Temperature Prediction of a Moving Heat Source Problem Using Machine Learning. MSEC2023, New Jersey, USA.
6. Chia-Wei Hsu, Shao-Yu Feng, Rui Xiong, Nan-Yow Chen, Ju Li, Nien-Ti Tsou (2022, Aug). Deep neural network battery life and voltage prediction by using data of one cycle only. WCCM-APCOM YOKOHAMA 2022, Yokohama, Japan.
7. Hou-Yung Cheng, Chia-Wei Hsu, Chia-Chun Chen*, Chung-Wei Huang, Nien-Ti Tsou (2022, Aug). Topological Optimization of the Dental Implant by Genetic Algorithm and Deep Learning Network . WCCM-APCOM YOKOHAMA 2022, Yokohama, Japan.
8. Pei-Te Wang*, Yi-Ming Tseng, An-Cheng Yang, Nan-Yow Chen and Nien-Ti Tsou (2022, Aug). Ultra-large atomistic simulations and decentralized post-processing analysis for NiTi shape memory alloys under indentation process. WCCM-APCOM YOKOHAMA 2022, Yokohama, Japan.
9. Yu-Ting Huang*, I-Hsuan Chiu, You-Yi Lin, Nien-Ti Tsou, Yu-Chieh Lo and An-Cheng Yang (2022, Aug). Artificial Neural Network Potential Model for Pb-Te-Ga Alloy Materials. WCCM-APCOM YOKOHAMA 2022, Yokohama, Japan.
10. Pei-Ching Kung, Mahtab Heydari, Nien-Ti Tsou, Bruce L. Tai (2022, Jun). A neural network based framework of real-time heat map generation for surgical hand-held drilling. 2022 NAMRC and MSEC Conferences, Indiana, USA.
11. Hou-Yung Cheng, Nien-Ti Tsou, Chang-Wei Huang* (2021, Dec). Dental implant design by deep neural network and genetic algorithm. AP Biomech 2021, Kyoto, Japan.
12. C.Y.Lee*, 林祐儀, 鄒年棣 (2021, Nov). Equilibrium Microstructure of Ferroelectric Materials Predicted by Sharp-Interface and Phase-Field Methods. 中華民國力學學會第四十五屆全國力學會議 (CTAM 2021), 台北, 台灣.
13. Nien-Ti Tsou, Chia-Wei Hsu, Rui Xiong, Nan-Yow Chen, Ju Li (2021, Sep). Novel Deep Neural Networks as Highly Accurate Battery EoL Predictors. Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology, San Diego. 本人為通訊作者.
14. YI-Ming Tseng; Pei-Te Wang; Nan-Yow Chen; An-Cheng Yang; Nien-Ti Tsou (2021, Sep). A Rapid Post-processing Method based on Graph Neural Networks for Atomic Simulations of Shape memory alloys. Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology, 2021, San Diego, USA. 本人為通訊作者.
15. YI-Ming Tseng, Pei-Te Wang, Nan-Yow Chen, An-Cheng Yang, Nien-Ti Tsou (2021, Jan). Martensite Variant Identication For Shape Memory Alloys By Using Graph Neural Networks.. Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology, San Diego. 本人為通訊作者.
16. Nien-Ti Tsou ,Yi-Chien Lee (2018, Jul). Multiscale Analysis of the Domain Patterns in Ferroelectrics.. The 13th World Congress in Computational Mechanics Conference, New York, USA. 本人為第一作者.
17. Jo-Fan Wu, Chia-Wei Yang, Chuin-Shan Chen, Nien-Ti Tsou (2015, Aug). The variant identification in molecular dynamics simulations for shape memory alloys. Advances in Civil,Environmental,and Materials Research(ACEM15), Inchen, Korea. 本人為通訊作者.
18. Nien-Ti Tsou, Tien-Jung Huang, Chuin-Shan Chen (2014, Jul). Modeling of steric hindrance of nanoparticles. World Congress on Computational Mechanics(WCCM), Barcelona, Spain. 本人為第一作者、通訊作者.
19. YI-Ming Tseng; Pei-Te Wang; Nan-Yow Chen; An-Cheng Yang; Nien-Ti Tsou* (2021, Sep). A Rapid Post-processing Method based on Graph Neural Networks for Atomic Simulations of Shape memory alloys. Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology, 2021, San Diego, USA. 本人為通訊作者.
20. YI-Ming Tseng, Pei-Te Wang, Nan-Yow Chen, An-Cheng Yang, Nien-Ti Tsou (2021, Jan). Martensite Variant Identication For Shape Memory Alloys By Using Graph Neural Networks.. Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology, San Diego. 本人為通訊作者.
21. Nien-Ti Tsou ,Yi-Chien Lee* (2018, Jul). Multiscale Analysis of the Domain Patterns in Ferroelectrics.. The 13th World Congress in Computational Mechanics Conference, New York, USA. 本人為第一作者.
22. Nien-Ti Tsou, Ji-Ting Li* (2018, Jul). Microstructural Analysis for the Nano-Indentation in Shape Memory Alloys by Using Molecular Dynamics Simulation.. The 13th World Congress in Computational Mechanics Conference., New York, USA. 本人為第一作者.
23. Jo-Fan Wu, Chia-Wei Yang, Chuin-Shan Chen, Nien-Ti Tsou (2015, Aug). The variant identification in molecular dynamics simulations for shape memory alloys. Advances in Civil,Environmental,and Materials Research(ACEM15), Inchen, Korea. 本人為通訊作者.
24. Nien-Ti Tsou, Tien-Jung Huang, Chuin-Shan Chen (2014, Jul). Modeling of steric hindrance of nanoparticles. World Congress on Computational Mechanics(WCCM), Barcelona, Spain. 本人為第一作者、通訊作者.
25. N.T. Tsou, J.E. Huber, Y.C. Shu (2012, Feb). A model of compatible twin patterns in shape memory alloys. Smart Materials, Adaptive Structures and Intelligent Systems, ASME, Scottsdale, USA. 本人為第一作者、通訊作者.
26. N.T. Tsou, J.E. Huber (2011, Apr). Domain evolution of herringbone structures in ferroelectric single crystals. Smart Materials, Adaptive Structures and Intelligent Systems, ASME, Philadelphia, USA. 本人為第一作者、通訊作者. SMASIS2010-3819, pp. 285-293; 9 pages.
27. Nien-Ti Tsou, Ingo Münch, John E. Huber (2010, Nov). Low Energy Periodic Microstructure in Ferroelectric Single Crystals. IUTAM Symposium on Multiscale Modelling of Fatigue, Damage and Fracture in Smart Materials. 本人為第一作者.
28. N.T., J.E. Huber (2010, Sep). Domain evolution of herringbone structures in ferroelectric single crystals. Smart Materials, Adaptive Structures and Intelligent Systems, ASME, Philadelphia, USA. 本人為第一作者、通訊作者. SMASIS2010-3819, pp. 285-293; 9 pages.
29. N.T. Tsou, J.E. Huber (2010, Mar). A variational model of ferroelectric rank-2 laminate domain structures. SPIE Smart Structures/NDE 2010, San Diego, USA. 本人為第一作者、通訊作者.
30. N.T. Tsou, J.E. Huber (2010, Feb). Theory of compatible domain arrangements in ferroelectric thin films. Smart Materials, Adaptive Structures and Intelligent Systems, ASME, Oxnard, USA. 本人為第一作者、通訊作者.
31. N.T. Tsou, J.E. Huber (2009, Mar). Construction of compatible microstructures for tetragonal ferroelectric single crystals. SPIE Smart Structures/NDE, San Diego,, USA. 本人為第一作者、通訊作者.
32. Jen-Hsuan Ho, Chih-Chiang Cheng, Nien-Ti Tsou, Chuin-Shan Chen, Jay Shieh, Chih-Kuang Lee, Wen-Jong Wu (2007, May). Ultrasonic transmitters far field beam pattern altering with boundary conditions design. Applications of Ferroelectrics, 2007. ISAF 2007. Sixteenth IEEE International Symposium on, Nara, Japan.
33. Jen-Hsuan Ho, Chih-Chiang Cheng, Nien-Ti Tsou, Chuin-Shan Chen, Jay Shieh, Chih-Kuang Lee, Wen-Jong Wu (2007, May). Ultrasonic transmitters far field beam pattern altering with boundary conditions design. Applications of Ferroelectrics, 2007. ISAF 2007. Sixteenth IEEE International Symposium on, Nara, Japan.
34. Nien-Ti Tsou, Chang Wei Huang, Chuin Shan Chen, Jay Shieh (2006, Dec). Model losses of piezoelectric devices using finite element and complex material constants. 10th East Asia-Pacific Conference on Structural Engineering and Construction, EASEC 2010, Bangkok.
35. 劉一樺, 陳傑中, 許煌展, 李士元, 林宗翰, 鄒年棣（2022年11月）。深度學習應用於積層製造之收縮誤差預測。中國材料科學學會111年年會，Miaoli County, Taiwan。
36. 陳家鈞*, 鄭厚雍, 黃仲偉*, 鄒年棣*（2021年11月）。利用基因演算法與深度神經網路拓樸最佳化牙釘設計。中華民國力學學會第四十五屆全國力學會議 (CTAM 2021)，台北, 台灣。本人為通訊作者。
37. 李明駿, 李孝謙, 鄒年棣（2016年11月）。牙釘之骨整合效率探討及復原腔室設計。中華民國力學學會年會暨第40屆全國力學會議。本人為通訊作者。
38. 鄒年棣, 黃天榮, 陳俊杉（2013年10月）。奈米微粒分散模擬及界面理論在材料開發的應用。2013精密技術研討會。本人為第一作者、通訊作者。

1. Chih-Kung Lee, Wen-Jong Wu, Chuin-Shan Chen, Jay Shieh, Wen-Hsin Hsiao, Chih-Chiang Cheng, Nien-Ti Tsou, Yao-Tien Huang, Yuan-Ping Liu, Yu-Yuan Chen, Yen-Chieh Wang. Ultrasound transducer apparatus. NO.11905158. 200709~
2. Chih-Kung Lee, Wen-Jong Wu, Chuin-Shan Chen, Jay Shieh, Wen-Hsin Hsiao, Chih-Chiang Cheng, Nien-Ti Tsou, Yao-Tien Huang, Yuan-Ping Liu, Yu-Yuan Chen, Yen-Chieh Wang. Ultrasound transducer apparatus. NO.20080108900. 200709~
3. Chih-Kung Lee, Wen-Jong Wu, Chuin-Shan Chen, Jay Shieh, Wen-Hsin Hsiao, Chih-Chiang Cheng, Nien-Ti Tsou, Yao-Tien Huang, Yuan-Ping Liu, Yu-Yuan Chen, Yen-Chieh Wang. Ultrasound transducer apparatus. EP. NO.1906383. 200804~
4. Chih-Kung Lee, Wen-Jong Wu, Chuin-Shan Chen, Jay Shieh, Wen-Hsin Hsiao, Chih-Chiang Cheng, Nien-Ti Tsou, Yao-Tien Huang, Yuan-Ping Liu, Yu-Yuan Chen, Yen-Chieh Wang. Ultrasound transducer apparatus. EP. NO.20070017996. 200709~

1. W.C. Tseng*, Y.Y. Lin, N.Y. Chen, Y.C. Lo, N.T. Tsou*, A.C. Yang*; Predicting the Lattice Thermal Conductivity of Thermoelectric Material Lead Telluride using Spectral Energy Density and Molecular Dynamics (2024, Nov), 中國材料科學學會 113年會 [海報]
2. 廖國評; 植入式神經網路勢能模型之開發與偽二元材料驗證, (2024, Nov), 中國材料科學學會 113年會 [海報]
3. 賴立君; Comparative Analysis of Custom-Made and Commercial Implants Using Finite Element Simulation (2024, Oct), 2024 ICS [海報]
4. 陳家鈞; Mechanics Analysis Based on High Resolution Live Micro-CT Images in the Rat Temporomandibular Joint, (2023, Nov), 中國材料科學學會 112年會 [海報]
5. 許祐綸; Atomistic Simulations of Mechanical Behavior of Copper Pillars with Different Oriented Nanotwins, (2023, Nov), 中國材料科學學會 112年會 [海報]
6. 陳傑中; Deep Learning-Based Prognostic Method for Lithium-ion Battery Capacity Degradation , (2023, Nov), 中國材料科學學會 112年會 [海報]
7. 賴立君; Analysis of Effect of Dental Implant Design on Bone Stress and Osseointegration by Finite Element Method (2023, Oct), 台灣計算力學學會ACMT 2023 [海報]
8. 許祐綸; Atomistic Simulations of Mechanical Behavior of Copper Pillars with Different Oriented Nanotwins (2023, Oct), 台灣計算力學學會ACMT 2023 [海報]
9. 賴立君; 以有限元素法模擬與分析牙釘設計對齒槽骨應力與骨整合的影響 (2023, Oct), TSB30th 2023台灣生物力學學會 [海報]
10. 郭昱賢; 深度學習應用於 AI 鑽孔熟練度評估系統, (2023, Oct), TSB30th 2023台灣生物力學學會 [海報]
11. 劉一樺; 深度學習應用於積層製造之收縮誤差預測 (2022, Nov), 中國材料科學學會111年年會
12. Yu-Ting Huang; Artificial Neural Network Potential Model for Pb-Te-Ga Alloy Materials (2022, Aug), WCCM-APCOM YOKOHAMA 2022.
13. Shao-Yu Feng; Deep neural network battery life and voltage prediction by using data of one cycle only (2022, Aug), WCCM-APCOM YOKOHAMA 2022.
14. Chia-Chun Chen; Topological Optimization of the Dental Implant by Genetic Algorithm and Deep Learning Network (2022, Aug), WCCM-APCOM YOKOHAMA 2022.
15. Pei-Te Wang; Ultra-large atomistic simulations and decentralized post-processing analysis for NiTi shape memory alloys under indentation process (2022, Aug), WCCM-APCOM YOKOHAMA 2022.
16. Pei-Ching Kung; A neural network based framework of real-time heat map generation for surgical hand-held drilling (2022, Jun), 2022 NAMRC and MSEC Conferences.
17. 李佳芸; Equilibrium Microstructure of Ferroelectric Materials Predicted by Sharp-Interface and Phase-Field Methods (2021, Nov), 中華民國力學學會第四十五屆全國力學會議 (CTAM 2021)
18. 陳家鈞; 利用基因演算法與深度神經網路拓樸最佳化牙釘設計摘要(2021, Nov), 中華民國力學學會第四十五屆全國力學會議 (CTAM 2021)
19. YI-Ming Tseng; Pei-Te Wang; Nan-Yow Chen (2021,Step) , A Rapid Post-processing Method based on Graph Neural Networks for A Microstructure-resolved Electrochemical Modeling and Machine, MMLDT-CSET.
20. Hsin-Yu Chen, Nien-Ti Tsou (2019, Mar). The Analysis of Thermal-Induced Phase Transformaiton and Microstructural Evolution in Ni-Ti based shape memory alloys by Molecular Dynamics. International Conference on Computational and Experimental Engineering and Science(ICCE).
21. Nien-Ti Tsou , Ji-Ting Li* (2018,July). Microstructural Analysis for the Nano-Indentation in Shape Memory Alloys by Using Molecular Dynamics Simulation. The 13th World Congress in Computational Mechanics Conference.
22. Nien-Ti Tsou ,Yi-Chien Lee* (2018,July). Multiscale Analysis of the Domain Patterns in Ferroelectrics. The 13th World Congress in Computational Mechanics Conference
23. Ji-Ting Li, Nien-Ti Tsou (2017, Nov). Microstructural Analysis for the Indentation in Shape Memory Alloys by Using Molecular Dynamics Simulation. 13th World Congress in Computational Mechanics, New York.
24. Shih Shun Chien, Nien Ti Tsou, Li Ming Jun (2018, Feb). The Prediction of Bone-Remodeling Morphology and Peri-implant Osseointegration for Dental Implants.. 13th World Congress in Computational Mechanics, New York.
25. Y.C.Lee, N.T.Tsou (2018, Feb). Microstructural Analysis for Ferroelectric Materials. 13th World Congress in Computational Mechanics, New York.
26. Nien-Ti Tsou（2018年01月）。Additive-manufactured Biomimetic Dental Implants With Digital Design。南科智慧製造產業聚落推動計畫成果發表會。
27. Ji-Ting Li, Nien-Ti Tsou (2017, Nov). Microstructural Analysis for the Indentation in Shape Memory Alloys by Using Molecular Dynamics Simulation. IUMRS-ICA 2017.
28. Po-Ning Hsu, Nien-Ti Tsou ,Chih Chen (2017, Nov). Thermomigration of Cu-Sn and Ni-Sn intermetallic compounds during reliability test in SnAg solder joints. IUMRS-ICA 2017.
29. S.S.Chien, N.T.Tsou, L.M.Jun (2017, Nov). A Design Method for Additive-manufactured Dental Implants. IUMRS-ICA 2017.
30. Yi-Chien, Lee, Nien-Ti, Tsou (2017, Nov). Microstructural Analysis for Smart Materials. IUMRS-ICA 2017.
31. Ji-Ting Li, Nien-Ti Tsou (2017, Oct). Microstructural Analysis for the Indentation in Shape Memory Alloys by Using Molecular Dynamics Simulation . 3rd Association of Computational Mechanics Taiwan (ACMT) Conference.
32. Shih-Shun Chien, Nien-Ti Tsou, Ming-Jun Li (2017, Oct). A Design Method for Additive-manufactured Dental Implants. 3rd Association of Computational Mechanics Taiwan (ACMT) Conference.
33. Yi-Chien Lee, Nien-Ti Tsou (2017, Oct). Microstructural Analysis for Smart Materials. 3rd Association of Computational Mechanics Taiwan (ACMT) Conference.
34. You-Cheng Chen, Pierre Hamm, Chang-Wei Huang, Nien-Ti Tsou, and Yu-Chieh Lo (2017, Oct). A Mesoscale Model for the Formation of Shear Band in Metallic Glass Composite . 3rd Association of Computational Mechanics Taiwan (ACMT) Conference.
35. Yu-Chung Chuang, Nien-Ti Tsou (2017, Oct). Modeling the Evolution of Ferroelectric Microstructures and the Hysteresis Loop. 3rd Association of Computational Mechanics Taiwan (ACMT) Conference.
36. Nien-Ti Tsou (2017, Sep). A Tool of Microstructure Analysis for Shape Memory Alloys . 國家同步輻射研究中心第二十三屆用戶年會暨研討會.
37. Nien-Ti Tsou,Chih-Hsuan Chen (2017, Jul). A Tool of Microstructure Analysis for Shape Memory Alloys. ICOMAT 2017.
38. Chang-Wei Huang,Chuin-Shan Chen,Jay Shieh, Nien-Ti Tsou (2016, Dec). Admittance Response and Energy Loss of Piezoelectric Devices. The 10th Asian Meeting on Electroceramics.
39. Ming-Jun Li, Hsiao-Chien Lee, Nien-Ti Tsou （2016年11月）。實心牙釘與空心牙釘之骨整合之效率探討及骨頭復原腔室設計。中華民國力學學會年會暨第40屆全國學會議。
40. 林祐儀,王威均,康敦彥,鄒年棣（2016年11月）。形狀記憶合金微結構分析計算模型。105年中國材料科學學會年會。
41. Chia-Wei Yang, Nien-Ti Tsou (2015, Oct). The Microstructural Evolution in Shape Memory Alloy. 1st Association of Computational Mechanics Taiwan (ACMT) Conference.
42. Dun-Yen Kang, Kai-Hsin Liou, Nien-Ti Tsou (2015, Oct). Mechanical Properties of Single-Walled Aluminosilicate Nanotubes . 1st Association of Computational Mechanics Taiwan (ACMT) Conference.
43. Dun-Yen Kang, Kai-Hsin Liou, Nien-Ti Tsou (2015, Oct). Mechanical Properties of Single-Walled Aluminosilicate Nanotubes . 1st Association of Computational Mechanics Taiwan (ACMT) Conference.
44. Hsiao-Chien Lee, Pei-I Tsai, Chih-Chieh Huang, San-Yuan Chen, Chuen-Guang Chao, Nien-Ti Tsou (2015, Oct). The Design of Healing Chamber in Posterior Maxillary Implants . 1st Association of Computational Mechanics Taiwan (ACMT) Conference.
45. Ming-Jun Li, Hsiao-Chien Lee, Nien-Ti Tsou (2015, Oct). The Design of Additive Manufactured Dental Implant. 1st Association of Computational Mechanics Taiwan (ACMT) Conference.
46. Jo-Fan Wu, Chia-Wei Yang, Chuin-Shan Chen, Nien-Ti Tsou (2015, Aug). The Variant Identification in Molecular Dynamics Simulations for Shape Memory Alloys. Advances in Civil, Environmental,and Materials Research(ACEM15), Inchen, Korea.
47. Nien-Ti Tsou（2015年03月）。金屬陶瓷複合材料開發與積曾製造仿生椎弓螺絲系統之應用。積層製造專案計畫-跨領域、軟體及材料成果發表會。
48. Nien-Ti Tsou, Tien-Jung Huang, Chuin-Shan Chen (2014, Jul). Modeling of Steric Hindrance of Nanoparticles. World Congress on Computational Mechanics(WCCM).