@book{CTT100861778,
  author = {S. Manzhos and G. Giorgi and J. Lüder and M. Ihara},
  title = {Modeling methods for plasmonic effects in halide perovskite-based systems for photonics applications},
  publisher = {AIP Publishing},
  year = 2021,
}

@article{CTT100882990,
  author = {L. Hao* and S. Manzhos* and Z. Zhang},
  title = {Theoretical insight into diamond doping and its possible effect on diamond tool wear during cutting of steel},
  journal = {Frontiers in Materials},
  year = 2021,
}

@article{CTT100863068,
  author = {Keisuke Kameda and Sergei Manzhos and Manabu Ihara},
  title = {Carbon/air secondary battery system and demonstration of its charge-discharge},
  journal = {Journal of Power Sources},
  year = 2021,
}

@article{CTT100861776,
  author = {Daniel Koch and Mohamed Chaker and Manabu Ihara and Sergei Manzhos},
  title = {Density-Based Descriptors of Redox Reactions Involving Transition Metal Compounds as a Reality-Anchored Framework: A Perspective},
  journal = {Molecules},
  year = 2021,
}

@article{CTT100882985,
  author = {Q. Liu and D. Moghe and G. Sardar and S. Manzhos and S. E. Bottle and A. K. K. Kyaw and D. Kabra and P. Sonar},
  title = {Structural geometry variation of 1,4-naphthalene-based copolymers to tune the device performance of PVK-host-based OLEDs},
  journal = {Polymers},
  year = 2021,
}

@article{CTT100846488,
  author = {S. Manzhos and G. Giorgi and J. Lüder and M. Ihara},
  title = {Modeling of plasmonic properties of nanostructures for next generation solar cells and beyond},
  journal = {Advances in Physics: X},
  year = 2021,
}

@article{CTT100882981,
  author = {Sergei Manzhos and Tucker Carrington Jr},
  title = {Neural Network Potential Energy Surfaces for Small Molecules and Reactions},
  journal = {Chemical Reviews},
  year = 2021,
}

@article{CTT100882984,
  author = {Pandeng Li and Jin Fang and Yusheng Wang and Sergei Manzhos and Lei Cai and Zheheng Song and Yajuan Li and Tao Song and Xuechun Wang and Xia Guo and Maojie Zhang and Dongling Ma and Baoquan Sun},
  title = {Synergistic Effect of Dielectric Property and Energy Transfer on Charge Separation in Non-Fullerene-Based Solar Cells},
  journal = {Angewandte Chemie International Edition},
  year = 2021,
}

@article{CTT100882983,
  author = {Hao-Sheng Lin and Yue Ma and Rong Xiang and Sergei Manzhos and Il Jeon and Shigeo Maruyama and Yutaka Matsuo},
  title = {One-step direct oxidation of alkoxy to ketone for evaporable fullerene-fused ketone as efficient electron-transport materials},
  journal = {Communications Chemistry},
  year = 2021,
}

@article{CTT100848014,
  author = {Sergei Manzhos and Chu-Chen Chueh and Giacomo Giorgi and Takaya Kubo and Saianand Gopalan and Johann Lüder and Prashant Sonar and Manabu Ihara},
  title = {Materials Design and Optimization for Next Generation Solar Cell and Light-Emitting Technologies},
  journal = {The Journal of Physical Chemistry Letters},
  year = 2021,
}

@article{CTT100882982,
  author = {Qian Liu and Sudam Chavhan and Hantang Zhang and Huabin Sun and Aidan J. Brock and Sergei Manzhos and Yingqian Chen and Krishna Feron and Steven E. Bottle and John C. McMurtrie and Jwo-Huei Jou and Ho-Shin Chen and Mangey Ram Nagar and Wenping Hu and Yong-Young Noh and Yonggang Zhen and Prashant Sonar},
  title = {Short Alkyl Chain Engineering Modulation on Naphthalene Flanked Diketopyrrolopyrrole toward High-Performance Single Crystal Transistors and Organic Thin Film Displays},
  journal = {Advanced Electronic Materials},
  year = 2021,
}

@article{CTT100882979,
  author = {D. Koch and S. Manzhos},
  title = {Can doping of transition metal oxide cathode materials increase achievable voltages with multivalent metals?},
  journal = {International Journal of Quantum Chemistry},
  year = 2021,
}

@inproceedings{CTT100864570,
  author = {E. Sasaki and M. Ihara and S. Manzhos},
  title = {Structured Gaussian Process Regression models to address difficulties in modeling very high dimensional data with product kernels},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100864572,
  author = {S. Hill and T. Carrington and S. Manzhos and M. Ihara},
  title = {Local Gaussian process regression for interatomic potentials},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100864573,
  author = {G. Budiutama and S. Manzhos and M. Ihara},
  title = {Role of amorphous silica interlayer in enhancing the performance of perovskite/silicon tandem solar cells},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100864574,
  author = {S. Manzhos and M. Ihara},
  title = {Machine learning for large-scale ab initio simulations with orbital-free DFT},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100863269,
  author = {S. Manzhos and M. Ihara},
  title = {Insight with a black box method beyond automatic relevance determination with the help of high-dimensional model representation},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100863268,
  author = {S. Manzhos and M. Ihara},
  title = {Machine learning for orbital-free DFT},
  booktitle = {},
  year = 2021,
}