Publications – Institut für Photonik – Leibniz University Hannover

Predicting Earthquake-Induced Soil Liquefaction Based on Machine Learning Classifiers: A Comparative Multi-Dataset Study

Guo, H., Zhuang, X., Chen, J. & Zhu, H. H., 1 Oct 2022, In: International Journal of Computational Methods. 19, 8, 25 p., 2142004.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	2142004
Number of pages	25
Journal	International Journal of Computational Methods
Volume	19
Issue number	8
Early online date	2 Mar 2022
DOIs	https://doi.org/10.1142/S0219876221420044
Publication status	Published - 1 Oct 2022

Soil liquefaction assessment by using hierarchical Gaussian Process model with integrated feature and instance based domain adaption for multiple data sources

Guo, H., Rabczuk, T., Zhu, Y., Cui, H., Su, C. & Zhuang, X., 18 Aug 2022, In: AI in Civil Engineering. 1, 5, 32 p.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Number of pages	32
Journal	AI in Civil Engineering
Volume	1
Issue number	5
DOIs	https://doi.org/10.1007/s43503-022-00004-w
Publication status	Published - 18 Aug 2022

Stochastic deep collocation method based on neural architecture search and transfer learning for heterogeneous porous media

Guo, H., Zhuang, X., Chen, P., Alajlan, N. & Rabczuk, T., Dec 2022, In: Engineering with computers. 38, 6, p. 5173-5198 26 p.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Pages (from-to)	5173-5198
Number of pages	26
Journal	Engineering with computers
Volume	38
Issue number	6
Early online date	18 Jan 2022
DOIs	https://doi.org/10.1007/s00366-021-01586-2
Publication status	Published - Dec 2022

Fully On-chip Electrically-pumped Laser-integrated Two and High-dimensional Entangled Photon Pair Source

Haldar, R., Mahmudlu, H., Johanning, R., Kashi, A. K., van Rees, A., Epping, J. P., Boller, K. J. & Kues, M., 2022, Proceedings Frontiers in Optics + Laser Science 2022 (FIO, LS). Optica Publishing Group (formerly OSA), FTh3E.6

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research

Original language	English
Title of host publication	Proceedings Frontiers in Optics + Laser Science 2022 (FIO, LS)
Publisher	Optica Publishing Group (formerly OSA)
ISBN (electronic)	9781557528209
DOIs	https://doi.org/10.1364/FIO.2022.FTh3E.6
Publication status	Published - 2022
Event	Frontiers in Optics, FiO 2022 - Rochester, United States Duration: 17 Oct 2022 → 20 Oct 2022

Conference

Conference	Frontiers in Optics, FiO 2022
Country/Territory	United States
City	Rochester
Period	17 Oct 2022 → 20 Oct 2022

Steering of Quantum Walks through Coherent Control of High-dimensional Bi-photon Quantum Frequency Combs with Tunable State Entropies

Haldar, R., Johanning, R., Rübeling, P., Kashi, A. K., Bækkegaard, T., Bose, S., Zinner, N. T. & Kues, M., 12 Oct 2022, (E-pub ahead of print).

Research output: Working paper/Preprint › Preprint

Original language	Undefined/Unknown
Publication status	E-pub ahead of print - 12 Oct 2022

Machine-learning-driven on-demand design of phononic beams

He, L., Guo, H., Jin, Y., Zhuang, X., Rabczuk, T. & Li, Y., Jan 2022, In: Science China: Physics, Mechanics and Astronomy. 65, 1, 214612.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	214612
Journal	Science China: Physics, Mechanics and Astronomy
Volume	65
Issue number	1
Early online date	25 Nov 2021
DOIs	https://doi.org/10.1007/s11433-021-1787-x
Publication status	Published - Jan 2022

Machine-Learning-Based Exploration of Bending Flexoelectricity in Novel 2D Van der Waals Bilayers

Javvaji, B., Zhuang, X., Rabczuk, T. & Mortazavi, B., 25 Aug 2022, In: Advanced energy materials. 12, 32, 2201370.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	2201370
Journal	Advanced energy materials
Volume	12
Issue number	32
Early online date	21 Jul 2022
DOIs	https://doi.org/10.1002/aenm.202201370
Publication status	Published - 25 Aug 2022

Intelligent on-demand design of phononic metamaterials

Jin, Y., He, L., Wen, Z., Mortazavi, B., Guo, H., Torrent, D., Djafari-Rouhani, B., Rabczuk, T., Zhuang, X. & Li, Y., 4 Jan 2022, In: Nanophotonics. 11, 3, p. 439-460 22 p.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Pages (from-to)	439-460
Number of pages	22
Journal	Nanophotonics
Volume	11
Issue number	3
DOIs	https://doi.org/10.1515/nanoph-2021-0639
Publication status	Published - 4 Jan 2022

Frequency-to-time Mapping-Assisted Spectral Characterization of Parametric Biphoton States

Kashi, A. K., Wetzel, B. & Kues, M., 2022, 2022 Conference on Lasers and Electro-Optics (CLEO). Optica Publishing Group (formerly OSA), FW1A.5. (Optics InfoBase Conference Papers).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Original language	English
Title of host publication	2022 Conference on Lasers and Electro-Optics (CLEO)
Publisher	Optica Publishing Group (formerly OSA)
ISBN (electronic)	9781557528209, 978-1-957171-05-0
ISBN (print)	978-1-6654-6666-0
Publication status	Published - 2022
Event	CLEO: QELS_Fundamental Science, QELS 2022 - San Jose, United States Duration: 15 May 2022 → 20 May 2022

Publication series

Name	Optics InfoBase Conference Papers

Conference

Conference	CLEO: QELS_Fundamental Science, QELS 2022
Country/Territory	United States
City	San Jose
Period	15 May 2022 → 20 May 2022

Improved Visibility of Spectral Two-photon Quantum Interference Introduced by Multiphoton Components

Kashi, A. K., Caspani, L. & Kues, M., 2022, Proceedings Frontiers in Optics + Laser Science 2022 (FIO, LS). Optica Publishing Group (formerly OSA), FM3B.4

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research

Original language	English
Title of host publication	Proceedings Frontiers in Optics + Laser Science 2022 (FIO, LS)
Publisher	Optica Publishing Group (formerly OSA)
ISBN (electronic)	9781557528209
DOIs	https://doi.org/10.1364/FIO.2022.FM3B.4
Publication status	Published - 2022
Event	Frontiers in Optics, FiO 2022 - Rochester, United States Duration: 17 Oct 2022 → 20 Oct 2022

Conference

Conference	Frontiers in Optics, FiO 2022
Country/Territory	United States
City	Rochester
Period	17 Oct 2022 → 20 Oct 2022

Photon-number-dependent visibility in two-photon spectral quantum interference between a thermal field and heralded-state

Kashi, A. K. & Kues, M., 2022, In: Optics InfoBase Conference Papers.

Research output: Contribution to journal › Conference article › Research › peer review

Original language	English
Journal	Optics InfoBase Conference Papers
DOIs	https://doi.org/10.1364/CLEOPR.2022.CThP7G_02
Publication status	Published - 2022
Event	2022 Conference on Lasers and Electro-Optics Pacific Rim, CLEO/PR 2022 - Sapporo, Japan Duration: 31 Aug 2022 → 5 Sept 2022

Scalability of Photonic Frequency Domain Processing Revealed via Spectral Hong-Ou-Mandel Effect Between Independent Single Photons

Kashi, A. K. & Kues, M., 2022, Quantum 2.0, QUANTUM 2022. Optica Publishing Group (formerly OSA), QTu3B.7. (Optics InfoBase Conference Papers).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Original language	English
Title of host publication	Quantum 2.0, QUANTUM 2022
Publisher	Optica Publishing Group (formerly OSA)
ISBN (electronic)	978-1-957171-11-1
DOIs	https://doi.org/10.1364/QUANTUM.2022.QTu3B.7
Publication status	Published - 2022
Event	Quantum 2.0, QUANTUM 2022 - Boston, United States Duration: 13 Jun 2022 → 16 Jun 2022

Publication series

Name	Optics InfoBase Conference Papers
ISSN (electronic)	2162-2701

Conference

Conference	Quantum 2.0, QUANTUM 2022
Country/Territory	United States
City	Boston
Period	13 Jun 2022 → 16 Jun 2022

Spectral Characterization of Parametric Biphoton States Enabled by Frequency-to-time Mapping Technique

Kashi, A. K., Wetzel, B. & Kues, M., 2022, Proceedings of the 2022 Conference on Lasers and Electro-Optics Pacific Rim.

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Original language	English
Title of host publication	Proceedings of the 2022 Conference on Lasers and Electro-Optics Pacific Rim
DOIs	https://doi.org/10.1364/CLEOPR.2022.CThP7F_03
Publication status	Published - 2022
Event	2022 Conference on Lasers and Electro-Optics Pacific Rim, CLEO/PR 2022 - Sapporo, Japan Duration: 31 Aug 2022 → 5 Sept 2022

Conference

Conference	2022 Conference on Lasers and Electro-Optics Pacific Rim, CLEO/PR 2022
Country/Territory	Japan
City	Sapporo
Period	31 Aug 2022 → 5 Sept 2022

Frequency-to-Time Mapping Technique for Direct Spectral Characterization of Biphoton States From Pulsed Spontaneous Parametric Processes

Khodadad Kashi, A., Sader, L., Haldar, R., Wetzel, B. & Kues, M., 2 Mar 2022, In: Frontiers in Photonics. 3, 834065.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	834065
Journal	Frontiers in Photonics
Volume	3
DOIs	https://doi.org/10.3389/fphot.2022.834065
Publication status	Published - 2 Mar 2022

Experimental study on plugging performance and diverted fracture geometry during different temporary plugging and diverting fracturing in Jimusar shale

Li, M., Zhou, F., Sun, Z., Dong, E., Zhuang, X., Yuan, L. & Wang, B., Aug 2022, In: Journal of Petroleum Science and Engineering. 215, Part A, 110580.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	110580
Journal	Journal of Petroleum Science and Engineering
Volume	215
Issue number	Part A
Early online date	3 May 2022
DOIs	https://doi.org/10.1016/j.petrol.2022.110580
Publication status	Published - Aug 2022

Experimental study on the multiple fracture simultaneous propagation during extremely limited-entry fracturing

Li, M., Zhou, F., Dong, E., Zhang, G., Zhuang, X. & Wang, B., Nov 2022, In: Journal of Petroleum Science and Engineering. 218, 110906.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	110906
Journal	Journal of Petroleum Science and Engineering
Volume	218
Early online date	5 Aug 2022
DOIs	https://doi.org/10.1016/j.petrol.2022.110906
Publication status	Published - Nov 2022

Material Design with Topology Optimization Based on the Neural Network

Li, B., Guo, H. & Zhuang, X., 1 Oct 2022, In: International Journal of Computational Methods. 19, 8, 15 p., 2142013.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	2142013
Number of pages	15
Journal	International Journal of Computational Methods
Volume	19
Issue number	8
Early online date	13 Jun 2022
DOIs	https://doi.org/10.1142/S0219876221420135
Publication status	Published - 1 Oct 2022

Numerical simulation on the multiple planar fracture propagation with perforation plugging in horizontal wells

Li, M. H., Zhou, F. J., Wang, B., Hu, X. D., Wang, D. B., Zhuang, X. Y., Han, S. B. & Huang, G. P., Oct 2022, In: Petroleum Science. 19, 5, p. 2253-2267 15 p.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Pages (from-to)	2253-2267
Number of pages	15
Journal	Petroleum Science
Volume	19
Issue number	5
Early online date	13 May 2022
DOIs	https://doi.org/10.1016/j.petsci.2022.05.004
Publication status	Published - Oct 2022

Local Stability in the Process of Excavation Located in High Permeability Saturated Sand of Diaphragm Wall Construction

Liu, Y., Wei, L., Zhu, Y. & Zhuang, X., Dec 2022, In: Applied Mechanics. 3, 4, p. 1254-1269 16 p.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Pages (from-to)	1254-1269
Number of pages	16
Journal	Applied Mechanics
Volume	3
Issue number	4
Early online date	31 Oct 2022
DOIs	https://doi.org/10.3390/applmech3040072
Publication status	Published - Dec 2022

Stochastic full-range multiscale modeling of thermal conductivity of Polymeric carbon nanotubes composites: A machine learning approach

Liu, B., Vu-Bac, N., Fu, X., Zhuang, X. & Rabczuk, T., 1 Jun 2022, In: Composite Structures. 289, 1 p., 115393.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	115393
Number of pages	1
Journal	Composite Structures
Volume	289
Early online date	12 Mar 2022
DOIs	https://doi.org/10.1016/j.compstruct.2022.115393
Publication status	Published - 1 Jun 2022

Stochastic integrated machine learning based multiscale approach for the prediction of the thermal conductivity in carbon nanotube reinforced polymeric composites

Liu, B., Vu-Bac, N., Zhuang, X., Fu, X. & Rabczuk, T., 16 Jun 2022, In: Composites Science and Technology. 224, 109425.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	109425
Journal	Composites Science and Technology
Volume	224
Early online date	18 Apr 2022
DOIs	https://doi.org/10.1016/j.compscitech.2022.109425
Publication status	Published - 16 Jun 2022

Mechanical, optical, and thermoelectric properties of semiconducting ZnIn2X4 (X= S, Se, Te) monolayers

Mohebpour, M. A., Mortazavi, B., Rabczuk, T., Zhuang, X., Shapeev, A. V. & Tagani, M. B., 27 Apr 2022, In: Physical Review B. 105, 13, 134108.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	134108
Journal	Physical Review B
Volume	105
Issue number	13
DOIs	https://doi.org/10.1103/PhysRevB.105.134108
Publication status	Published - 27 Apr 2022

Optical and thermoelectric properties of non-Janus CuI and AgI, and Janus Cu2BrI and Ag2BrI monolayers by many-body perturbation theory

Mohebpour, M. A., Mortazavi, B., Zhuang, X. & Tagani, M. B., 7 Sept 2022, In: Physical Review B. 106, 12, 125405.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Article number	125405
Journal	Physical Review B
Volume	106
Issue number	12
DOIs	https://doi.org/10.48550/arXiv.2204.10056 https://doi.org/10.1103/PhysRevB.106.125405
Publication status	Published - 7 Sept 2022

Telecom-compatible, affordable and scalable quantum technologies

Montaut, N., Roztocki, P., Chemnitz, M., Sciara, S., MacLellan, B., Fischer, B., Jestin, Y., Cortes, L. R., Zhang, Y., Azana, J., Morandotti, R., Chu, S. T., Moss, D. J., Reimer, C., Kues, M., Little, B. E., Yu, H., Wang, Z., Caspani, L., Wetzel, B., Munro, W. J., Loranger, S., Kashyap, R. & Cino, A., 2022, 2022 IEEE Photonics Conference, IPC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Photonics Conference, IPC 2022 - Proceedings).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Original language	English
Title of host publication	2022 IEEE Photonics Conference, IPC 2022 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (electronic)	9781665434874
ISBN (print)	978-1-6654-3488-1
DOIs	https://doi.org/10.1109/IPC53466.2022.9975549
Publication status	Published - 2022
Event	2022 IEEE Photonics Conference, IPC 2022 - Vancouver, Canada Duration: 13 Nov 2022 → 17 Nov 2022

Publication series

Name	IEEE Photonics Conference, IPC 2022 - Proceedings
ISSN (Print)	2374-0140
ISSN (electronic)	2575-274X

Conference

Conference	2022 IEEE Photonics Conference, IPC 2022
Country/Territory	Canada
City	Vancouver
Period	13 Nov 2022 → 17 Nov 2022

A combined first-principles and machine-learning investigation on the stability, electronic, optical, and mechanical properties of novel C6N7-based nanoporous carbon nitrides

Mortazavi, B., Shojaei, F., Shapeev, A. V. & Zhuang, X., Jul 2022, In: CARBON. 194, p. 230-239 10 p.

Research output: Contribution to journal › Article › Research › peer review

Original language	English
Pages (from-to)	230-239
Number of pages	10
Journal	CARBON
Volume	194
Early online date	31 Mar 2022
DOIs	https://doi.org/10.1016/j.carbon.2022.03.068
Publication status	Published - Jul 2022

Publications of CSST

Predicting Earthquake-Induced Soil Liquefaction Based on Machine Learning Classifiers: A Comparative Multi-Dataset Study

Soil liquefaction assessment by using hierarchical Gaussian Process model with integrated feature and instance based domain adaption for multiple data sources

Stochastic deep collocation method based on neural architecture search and transfer learning for heterogeneous porous media

Fully On-chip Electrically-pumped Laser-integrated Two and High-dimensional Entangled Photon Pair Source

Conference

Steering of Quantum Walks through Coherent Control of High-dimensional Bi-photon Quantum Frequency Combs with Tunable State Entropies

Machine-learning-driven on-demand design of phononic beams

Machine-Learning-Based Exploration of Bending Flexoelectricity in Novel 2D Van der Waals Bilayers

Intelligent on-demand design of phononic metamaterials

Frequency-to-time Mapping-Assisted Spectral Characterization of Parametric Biphoton States

Publication series

Conference

Improved Visibility of Spectral Two-photon Quantum Interference Introduced by Multiphoton Components

Conference

Photon-number-dependent visibility in two-photon spectral quantum interference between a thermal field and heralded-state

Scalability of Photonic Frequency Domain Processing Revealed via Spectral Hong-Ou-Mandel Effect Between Independent Single Photons

Publication series

Conference

Spectral Characterization of Parametric Biphoton States Enabled by Frequency-to-time Mapping Technique

Conference

Frequency-to-Time Mapping Technique for Direct Spectral Characterization of Biphoton States From Pulsed Spontaneous Parametric Processes

Experimental study on plugging performance and diverted fracture geometry during different temporary plugging and diverting fracturing in Jimusar shale

Experimental study on the multiple fracture simultaneous propagation during extremely limited-entry fracturing

Material Design with Topology Optimization Based on the Neural Network

Numerical simulation on the multiple planar fracture propagation with perforation plugging in horizontal wells

Local Stability in the Process of Excavation Located in High Permeability Saturated Sand of Diaphragm Wall Construction

Stochastic full-range multiscale modeling of thermal conductivity of Polymeric carbon nanotubes composites: A machine learning approach

Stochastic integrated machine learning based multiscale approach for the prediction of the thermal conductivity in carbon nanotube reinforced polymeric composites

Mechanical, optical, and thermoelectric properties of semiconducting ZnIn2X4 (X= S, Se, Te) monolayers

Optical and thermoelectric properties of non-Janus CuI and AgI, and Janus Cu2BrI and Ag2BrI monolayers by many-body perturbation theory

Telecom-compatible, affordable and scalable quantum technologies

Publication series

Conference

A combined first-principles and machine-learning investigation on the stability, electronic, optical, and mechanical properties of novel C6N7-based nanoporous carbon nitrides

Funding