全职导师


鞠生宏

职称:副教授

邮箱:shenghong.ju@sjtu.edu.cn

地址:低碳学院主楼A333

教育背景
  • 2008-2014 清华大学,动力工程及工程热物理,博士
  • 2004-2008 南京航空航天大学,飞行器动力工程,学士
工作经历
  • 2019-至今,上海交通大学,中英国际低碳学院,副教授
  • 2015-2019,日本东京大学,工学部,特任研究员
  • 2014-2015,法国巴黎中央理工,博士后研究员
研究方向
  • 能源互联网与智慧能源
  • 能源材料多尺度计算
  • 新能源材料与器件
科研项目
  • 2021-2023国自然青年科学基金,纳米多晶超硬材料微观导热机理研究
  • 2020-2022,上海市浦江人才计划,基于机器学习的极限界面导热结构设计与优化
  • 2019-2021日本科研费KAKENHI 若手研究Designing Thermal Functional Materials via Materials Informatics
代表性论文专著
  • 专著
  1. 鞠生宏. 半导体纳米结构界面导热特性的分子动力学模拟, 清华大学出版社, 2018.

 

  • 期刊论文
  1. S. Ju, R. Yoshida, C. Liu, S. Wu, K. Hongo, T. Tadano, J. Shiomi, Exploring diamondlike lattice thermal conductivity crystals via feature-based transfer learning, Physical Review Materials 5, 053801, 2021. 
  2. Y. Wu, S. Wang, S. Ju, Z. Zhou, T. Wang, T. Hang, M. Li, Thermal oxidation fabricated copper oxide nanotip arrays with tunable wettability and robust stability: implications for microfluidic devices and oil/water separation, ACS Applied Nano Materials 4, 4713, 2021. 
  3. C. Shao, K. Matsuda, S. JuY. Ikoma, M. Kohno, J. Shiomi, Phonon transport in multiphase nanostructured silicon fabricated by high-pressure torsion, Journal of Applied Physics 129, 085101, 2021. 
  4. C. Zhang, S. Ju, T. Kang, G. Park, B. Lee, H. Miao, Y. Wu, J. Yuan, J. Yu, Self-limiting growth of single-layer N-doped graphene encapsulating nickel nanoparticles for efficient hydrogen production, ACS Applied Materials & Interfaces 13, 4294, 2021. 
  5. S. Hu, S. Ju, C. Shao, J. Guo, B. Xu, M. Ohnishi, J. Shiomi, Ultimate impedance of coherent heat conduction in van der Waals graphene-MoS2 heterostructures, Materials Today Physics 16, 100324, 2021.
  6. S. Ju, S. Shimizu, J. Shiomi, Designing thermal functional materials by coupling thermal transport calculations and machine learning, Journal of Applied Physics 128, 161102, 2020.
  7. M. Sasaki, S. Ju, Y. Xu, J. Shiomi, M. Goto, Identifying optimal strain in bismuth telluride thermoelectric film by combinatorial gradient thermal annealing and machine learning, ACS Combinatorial Science 22, 782, 2020.
  8. R. Hu, S. Iwamoto, L. Feng, S. Ju, S. Hu, M. Ohnishi, N. Nagai, K. Hirakawa, J. Shiomi, Machine-learning-optimized aperiodic superlattice minimizes coherent phonon heat conduction, Physical Review X 10, 021050, 2020.
  9. S. Ju, Y. Miura, K. Yamamoto, K. Masuda, K. Uchida, J. Shiomi, Machine learning analysis of tunnel magnetoresistance of magnetic tunnel junctions with disordered MgAl2O4Physical Review Research 2, 023187, 2020.
  10. K. Kitai, J. Guo, S. Ju, S. Tanaka, K. Tsuda, J. Shiomi, R. Tamura, Designing metamaterials with quantum annealing and factorization machines, Physical Review Research 2, 013319, 2020.
  11. K. Takahashi, M. Fujikane, Y. Liao, M. Kashiwagi, T. Kawasaki, N. Tambo, S. Ju, Y. Naito, J. Shiomi, Elastic inhomogeneity and anomalous thermal transport in ultrafine Si phononic crystals, Nano Energy 71, 104581, 2020.
  12. J. Guo, S. Ju, J. Shiomi, Design of a highly selective radiative cooling structure accelerated by materials informatics, Optics Letters 45, 343, 2020.
  13. S. Ju, J. Shiomi, Materials Informatics for heat transfer: recent progresses and perspectives, Nanoscale and Microscale Thermophysical Engineering 23, 157, 2019.
  14. H. Yamada, C. Liu, S. Wu, Y. Koyama, S. Ju, J. Shiomi, J. Morikawa, R. Yoshida, Predicting materials properties with little data using shotgun transfer learning, ACS Central Science 5, 1717, 2019.
  15. M. Kashiwagi, Y. Liao, S. Ju, A. Miura, S. Konishi, T. Shiga, T. Kodama, J. Shiomi, Scalable multi-nanostructured silicon for room-temperature thermoelectrics, ACS Applied Energy Materials 2, 7083, 2019.
  16. J. Liu, S. Ju, N. Nishiyama, J. Shiomi, Anomalously low thermal conductivity in superhard cubic Si3N4, Physical Review B 100, 064303, 2019.
  17. A. Sakurai, K. Yada, T. Simomura, S. Ju, M. Kashiwagi, H. Okada, T. Nagao, K. Tsuda, J. Shiomi, Ultra-narrowband wavelength-selective thermal emission with aperiodic multi-layered metamaterials designed by Bayesian optimization, ACS Central Science 5, 319, 2019.
  18. T. M. Dieb, S. Ju, K. Tsuda, J. Shiomi, Monte Carlo tree search for materials design and discovery, MRS Communications 9, 532, 2019.
  19. Z. Feng, H. Dong, S. Ju, B. Wen, Y. Zhang, M. Roderick, High bond difference parameters-induced low thermal transmission in carbon allotropes with sp2 and sp3 hybridization, Physical Chemistry Chemical Physics 21, 12611, 2019.
  20. X. Sun, H. Liu, S. Ju, Dependence of wrinkling geometric patterns on the chirality of monolayer graphene under shear deformation, Physica E: Low-dimensional Systems and Nanostructures 105, 62, 2019.
  21. S. Ju, T. Shiga, L. Feng, J. Shiomi, Revisiting PbTe to identify how thermal conductivity is really limited, Physical Review B 97, 184305, 2018.
  22. M. Yamawaki, M. Ohnishi, S. Ju, J. Shiomi, Multifunctional structural design of graphene thermoelectrics by Bayesian optimization, Science Advances 4, eaar4192, 2018.
  23. J. T. Gaskins, G. Kotsonis, A. Giri, S. Ju, A. Rohskopf, Y. Wang, T. Bai, E. Sachet, C. T. Shelton, Z. Liu, Z. Cheng, B. M. Foley, S. Graham, T. Luo, A. Henry, Mark S. Goorsky, J. Shiomi, J. Maria, P. E. Hopkins, Thermal boundary conductance across heteroepitaxial ZnO/GaN interfaces: Assessment of the phonon gas model, Nano Letters 18, 7469, 2018.
  24. S. Ju, T. Shiga, L. Feng, Z. Hou, K. Tsuda, J. Shiomi, Designing nanostructures for phonon transport via Bayesian optimization. Physical Review X 7, 021024, 2017.
  25. S. Ju, B. Palpant, Y. Chalopin, Adverse effects of polymer coating on heat transport at solid-liquid interface. The Journal of Physical Chemistry C 121, 13474, 2017.
  26. L. Feng, T. Shiga, H. Han, S. Ju, Y. A. Kosevich, J. Shiomi, Phonon-interference resonance effects by nanoparticles embedded in a matrix, Physical Review B 96, 220301(R), 2017.
  27. T. M. Dieb, S. Ju, K. Yoshizoe, Z. Hou, J. Shiomi and K. Tsuda, MDTS: Automatic Complex Materials Design using Monte Carlo Tree Search. Science and Technology of Advanced Materials 18, 498, 2017.
  28. L. Jia, S. Ju, X. Liang, X. Zhang, Tuning phonon transmission and thermal conductance by roughness at rectangular and triangular Si/Ge interface. Materials Research Express 3, 095024, 2016.
  29. S. Ju, X. Liang, Detecting the phonon interference effect in Si/Ge nanocomposite by wave packets. Applied Physics Letters 106, 203107, 2015.
  30. J. Liu, S. Ju, Y. Ding, R. Yang, Size effect on the thermal conductivity of ultrathin polystyrene films. Applied Physics Letters 104, 153110, 2014.
  31. S. Ju, X. Liang, An atomic level investigation of grain-size-dependent thermal conductivity of polycrystalline argon by molecular dynamics. International Journal of Thermophysics 35, 32, 2014.
  32. S. Ju, X. Liang, Thermal rectification and phonon scattering in silicon nanofilm with triangle holes. Acta Physica Sinica 62, 026101, 2013.
  33. S. Ju, X. Liang, Investigation on interfacial thermal resistance and phonon scattering at twist boundary of silicon. Journal of Applied Physics 113, 053513, 2013.
  34. S. Ju, X. Liang, An atomic level study on the out-of-plane thermal conductivity of polycrystalline argon nanofilm. Chinese Science Bulletin 57, 294, 2012.
  35. S. Ju, X. Liang, Thermal rectification and phonon scattering in silicon nanofilm with cone cavity. Journal of Applied Physics 112, 054312, 2012.
  36. S. Ju, X. Liang, Thermal conductivity of nanocrystalline silicon by direct molecular dynamics simulation. Journal of Applied Physics 112, 064305, 2012.
  37. S. Ju, X. Liang, Thermal rectification and phonon scattering in asymmetric silicon nanoribbons. Journal of Applied Physics 112, 024307, 2012.
  38. S. Ju, X. Liang, X. Xu, Out-of-plane thermal conductivity of polycrystalline silicon nanofilm by molecular dynamics simulation. Journal of Applied Physics 110, 054318, 2011.
  39. S. Ju, X. Liang, Investigation of argon nanocrystalline thermal conductivity by molecular dynamics simulation. Journal of Applied Physics 108, 104307, 2010.
  40. S. Ju, X. Liang, S. Wang, Investigation of interfacial thermal resistance of bi-layer nanofilms by nonequilibrium molecular dynamics. Journal of Physics D: Applied Physics 43, 085407, 2010.
教学工作
  • 最优化理论基础》,研究生,春季学期
  • 《计算材料学》,本科生,春季学期
  • 《材料信息学》,研究生,秋季学期
学术兼职
  • 2019-2021 东京大学,工学部,客员研究员
荣誉奖励
  • 2019 日本传热学会奖励赏
  • 2018 日本应用物理学会声子学习小组最佳口头报告
  • 2014 北京市优秀毕业生
  • 2014 清华大学优秀博士学位论文二等奖
  • 2013 中国工程热物理学会吴仲华优秀学生奖
  • 2012 教育部博士研究生学术新人奖