University Initiatives

Research output

Research output per year 1966 2016 2017 2018 2019 2023

• 4805 Article
• 1334 Conference contribution
• 266 Chapter
• 244 Review article
• 472 More
  • 130 Editorial
  • 110 Comment/debate
  • 103 Conference article
  • 47 Book
  • 40 Letter
  • 18 Short survey
  • 14 Paper
  • 8 Foreword/postscript
  • 2 Digital or Visual Products

Research output per year

Research output per year

Search results

• 2023

  A data-driven investigation on park visitation and income mixing of visitors in New York City

  Wei, H., Huang, X., Wang, S., Lu, J., Li, Z. & Zhu, L., Mar 2023, In: Environment and Planning B: Urban Analytics and City Science. 50, 3, p. 796-813 18 p.

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

  • income 100%
  • city 64%
  • urban parks 50%
  • equity 36%
  • social inclusion 25%
  1 Scopus citations

• Advancing Characterization and Modeling of Space-Time Correlation Structure and Marginal Distribution of Short-Duration Precipitation

  Mascaro, G., Papalexiou, S. M. & Wright, D. B., Jul 2023, In: Advances in Water Resources. 177, 104451.

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

  • winter 100%
  • modeling 85%
  • distribution 73%
  • summer 47%
  • thunderstorm 44%
  1 Scopus citations

• A general illumination method to predict bifacial photovoltaic system performance

  Tonita, E. M., Valdivia, C. E., Russell, A. C. J., Martinez-Szewczyk, M., Bertoni, M. I. & Hinzer, K., Jan 18 2023, In: Joule. 7, 1, p. 5-12 8 p.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

  • Lighting 100%
  • Photonic devices 43%
  • Photonics 31%
  • Physics 24%
  • Photodetectors 17%
  3 Scopus citations

• A Hierarchical Temporal Scale Framework for Data-Driven Reservoir Release Modeling

  Longyang, Q. & Zeng, R., Jun 2023, In: Water Resources Research. 59, 6, e2022WR033922.

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

  • streamflow 100%
  • timescale 99%
  • modeling 92%
  • decision 87%
  • hydrologic cycle 35%

• A predictive algorithm for maximum power point tracking in solar photovoltaic systems through load management

  Tan, K., Parquette, W. J. & Tao, M., Nov 15 2023, In: Solar Energy. 265, 112127.

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

  • Switches 100%
  • Acoustic impedance 61%
  • Application 43%
  • Hydrogen production 31%
  • Power electronics 26%

• A stable metal-organic framework with oxygen site for efficiently trapping acetylene from acetylene-containing mixtures

  Zhang, Y., Deng, X., Li, X., Liu, X., Zhang, P., Chen, L., Yan, Z., Wang, J. & Deng, S., Jul 1 2023, In: Separation and Purification Technology. 316, 123751.

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

  • Metal-Organic Frameworks 100%
  • Acetylene 83%
  • Metal Organic Framework 53%
  • Oxygen 49%
  • Petrochemical Agent 35%
  3 Scopus citations

• A Two-tier Shared Embedding Method for Review-based Recommender Systems

  Yang, Z., Liu, J., Li, T., Wu, D., Yang, S. & Liu, H., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2928-2938 11 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Recommender Systems 100%
  • Homophily 87%
  • Multiple Use 12%
  • Individual Preferences 10%
  • Resources 6%

• Auction-Based Learning for Question Answering over Knowledge Graphs

  Agrawal, G., Bertsekas, D. & Liu, H., Jun 2023, In: Information (Switzerland). 14, 6, 336.

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

  Open Access

  • Directed graphs 100%
  • Data structures 70%
  • Experiments 30%
  2 Scopus citations

• Breaking trade-off effect of Xe/Kr separation on microporous and heteroatoms-rich carbon adsorbents

  Deng, Z., Liu, Y., Wan, M., Ge, S., Zhao, Z., Chen, J., Chen, S., Deng, S. & Wang, J., Mar 1 2023, In: Separation and Purification Technology. 308, 122942.

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

  • Krypton 100%
  • Xenon 82%
  • Adsorbents 72%
  • Micro Porosity 55%
  • Carbon 46%
  3 Scopus citations

• Buckling Behavior of Loosely Fitted Formed-In-Place Pipe Liner in Circular Host Pipe under External Pressure

  Zeng, Z., Yan, X., Xiang, W., Zhao, Y. & Ariaratnam, S. T., Jan 2023, In: Applied Sciences (Switzerland). 13, 2, 679.

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

  Open Access

  • linings 100%
  • buckling 99%
  • Buckling 81%
  • Pipe 69%
  • Pressure 53%
  1 Scopus citations

• Carbon deficit checks in high resolution and compensation under regional inequity

  Xia, M., Chuai, X., Xu, H., Cai, H. H., Xiang, A., Lu, J., Zhang, F. & Li, M., Feb 15 2023, In: Journal of Environmental Management. 328, 116986.

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

  • Compensation and Redress 100%
  • Carbon 72%
  • carbon 41%
  • Carbon Atom 34%
  • province 16%
  5 Scopus citations

• Causal Disentanglement for Implicit Recommendations with Network Information

  Sheth, P., Guo, R., Cheng, L., Liu, H. & Candan, K. S., Apr 6 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 7, 94.

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

  • Recommender systems 100%
  • Network theory (graphs) 24%
  • Amplification 20%
  • Machine learning 14%
  • Feedback 12%
  3 Scopus citations

• CausalSE: Understanding Varied Spatial Effects with Missing Data Toward Adding New Bike-sharing Stations

  Wang, Q., Guo, B., Cheng, L., Yu, Z. & Liu, H., Mar 20 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 2, 61872032.

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

  • Decision making 100%
  • Industry 60%
  2 Scopus citations

• Charge Carrier Lifetime Determination in Graded Absorber Solar Cells Using Time-Resolved Photoluminescence Simulations and Measurements

  Bothwell, A. M., Reich, C. L., Danielson, A. H., Onno, A., Holman, Z. C., Sampath, W. S. & Kuciauskas, D., May 2023, In: Solar RRL. 7, 9, 2201029.

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

  Open Access

  • Photoluminescence 100%
  • Band Offset 97%
  • Carrier lifetime 97%
  • Charge carriers 94%
  • Conduction Band 66%
  1 Scopus citations

• Climate-driven soil suction variation using a natural-order Fourier series approach

  Olaiz, A. & Zapata, C., Apr 24 2023, In: E3S Web of Conferences. 382, 22002.

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

  Open Access

  • Fourier series 100%
  • suction 81%
  • Soils 65%
  • climate 45%
  • soil 35%

• Communication quality and relational self-expansion: The path to leadership coaching effectiveness

  Passarelli, A. M., Trinh, M. P., Van Oosten, E. B. & Varley, A., Jul 1 2023, In: Human Resource Management. 62, 4, p. 661-680 20 p.

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

  Open Access

  • Coaching 100%
  • Mentoring 97%
  • coaching 70%
  • Communication 53%
  • leadership 46%
  5 Scopus citations

• Comparing methods to deposit Pd-In catalysts on hydrogen-permeable hollow-fiber membranes for nitrate reduction

  Levi, J., Guo, S., Kavadiya, S., Luo, Y., Lee, C. S., Jacobs, H. P., Holman, Z., Wong, M. S., Garcia-Segura, S., Zhou, C., Rittmann, B. E. & Westerhoff, P., May 15 2023, In: Water Research. 235, 119877.

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

  • Nitrates 100%
  • Hydrogen 92%
  • Deposits 78%
  • catalyst 71%
  • Catalysts 67%
  2 Scopus citations

• Comparison of daily activity patterns across seasons using GPS telemetry and camera trap data for a widespread mammal

  Wolfson, D. W., Schlichting, P. E., Boughton, R. K., Miller, R. S., VerCauteren, K. C. & Lewis, J. S., Dec 2023, In: Ecosphere. 14, 12, e4728.

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

  Open Access

  • activity pattern 100%
  • telemetry 96%
  • cameras 81%
  • mammal 71%
  • traps 69%

• Construction inspection & monitoring with quadruped robots in future human-robot teaming: A preliminary study

  Halder, S., Afsari, K., Chiou, E., Patrick, R. & Hamed, K. A., Apr 15 2023, In: Journal of Building Engineering. 65, 105814.

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

  Open Access

  • Inspection 100%
  • Robots 84%
  • Monitoring 74%
  • Process monitoring 13%
  • Automation 9%
  18 Scopus citations

• Contrastive Meta-Learning for Few-shot Node Classification

  Wang, S., Tan, Z., Liu, H. & Li, J., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2386-2397 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Labels 100%
  • Experiments 20%
  1 Scopus citations

• Development of a point-source model to improve simulations of manure lagoon interactions with the environment

  Rudko, N., Muenich, R. L., Garcia, M. & Xu, T., Jan 1 2023, In: Journal of Environmental Management. 325, 116332.

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

  Open Access

  • Manure 100%
  • Manures 86%
  • Groundwater 66%
  • Animals 59%
  • manure 59%
  1 Scopus citations

• Dual pore-size sieving in a novel oxygenate-pillared microporous adsorbent for C6 alkane isomers separation

  Su, Y., Chen, R., Zhang, P., He, X., Liu, X., Liu, Y., Xiong, H., Zhao, Z., Luo, J., Chen, J., Chen, S., Zeng, Z., Bao, Z., Deng, S. & Wang, J., Mar 2023, In: AIChE Journal. 69, 3, e17937.

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

  • 3-methylpentane 100%
  • Alkanes 99%
  • Isomers 97%
  • n-hexane 93%
  • Adsorbents 78%
  6 Scopus citations

• EdGCon: Auto-assigner of Iconicity Ratings Grounded by Lexical Properties to Aid in Generation of Technical Gestures

  Hossain, S., Kamboj, P., Maity, A., Azuma, T., Banerjee, A. & Gupta, S., Mar 27 2023, Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, SAC 2023. Association for Computing Machinery, p. 3-10 8 p. (Proceedings of the ACM Symposium on Applied Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Audition 100%
  • Websites 77%
  • Internet 61%
  1 Scopus citations

• Editorial Synthesis for 2 in 2023: A Collaboration Between IARR’s Two Journals: Recognizing the Need for Greater Inclusivity in Relationship Science

  Curran, M. A. & Randall, A. K., Mar 2023, In: Journal of Social and Personal Relationships. 40, 3, p. 717-733 17 p.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  • intersectionality 100%
  • Social Identification 61%
  • Lenses 45%
  • personal relationship 41%
  • editor 30%
  3 Scopus citations

• Editorial synthesis for 2 in 2023 a collaboration between IARR's two journals: Recognizing the need for greater inclusivity in relationship science

  Randall, A. K. & Curran, M. A., Mar 2023, In: Personal Relationships. 30, 1, p. 4-18 15 p.

  Research output: Contribution to journal › Review article › peer-review

  • intersectionality 100%
  • Social Identification 61%
  • personal relationship 41%
  • Health Communication 29%
  • Heterosexuality 25%
  4 Scopus citations

• Editorial synthesis for counseling psychology and relationship science: Making connections and expanding disciplinary diversity

  Roberts, T., Brooks, J. E., Rice, T. K. & Randall, A. K., Sep 2023, In: Personal Relationships. 30, 3, p. 704-708 5 p.

  Research output: Contribution to journal › Editorial › peer-review

  • counseling psychology 100%
  • Counseling 66%
  • Psychology 53%
  • Social Hierarchy 26%
  • Cultural Competency 22%

• Effects of meteorological forcing uncertainty on high-resolution snow modeling and streamflow prediction in a mountainous karst watershed

  Tyson, C., Longyang, Q., Neilson, B. T., Zeng, R. & Xu, T., Apr 2023, In: Journal of Hydrology. 619, 129304.

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

  • karst 100%
  • streamflow 94%
  • snow 84%
  • watershed 76%
  • snowmelt 64%
  1 Scopus citations

• Efficient and Secure Federated Learning with Verifiable Weighted Average Aggregation

  Yang, Z., Zhou, M., Yu, H., Sinnott, R. O. & Liu, H., Jan 1 2023, In: IEEE Transactions on Network Science and Engineering. 10, 1, p. 205-222 18 p.

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

  • Agglomeration 100%
  • Servers 31%
  • Learning systems 14%
  • Experiments 5%
  4 Scopus citations

• Efficient one-pot tandem conversion of saccharides to 2,5-dimethylfuran by adjusting the wettability of 2DMOF catalysts

  Hou, X., Zhong, Y., Xiao, J., Wang, J., Cai, J., Zeng, Z., Deng, S. & Deng, Q., Jun 2023, In: AIChE Journal. 69, 6, e18047.

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

  • 2,5-dimethylfuran 100%
  • 2,5-Dimethylfuran 70%
  • Wettability 67%
  • Biomass 59%
  • poly(methylhydrosiloxane) 57%

• Electro-optical characterization of arsenic-doped CdSeTe and CdTe solar cell absorbers doped in-situ during close space sublimation

  Danielson, A., Reich, C., Pandey, R., Munshi, A., Onno, A., Weigand, W., Kuciauskas, D., Li, S., Bothwell, A., Guo, J., Murugeson, M., McCloy, J. S., Klie, R., Holman, Z. C. & Sampath, W., Mar 2023, In: Solar Energy Materials and Solar Cells. 251, 112110.

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

  • Close Space Sublimation 100%
  • Cadmium telluride 81%
  • Arsenic 73%
  • Cadmium Selenide 70%
  • Sublimation 69%
  3 Scopus citations

• Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning

  Ding, K., Wang, Y., Yang, Y. & Liu, H., Jun 27 2023, AAAI-23 Technical Tracks 6. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 7378-7386 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Semantics 100%
  • Neural networks 88%
  • Learning algorithms 40%
  • Experiments 17%
  7 Scopus citations

• Empowering Owner-Operators of Small and Medium Commercial Buildings to Identify Energy Retrofit Opportunities

  Rios, F. C., Al Sultan, S., Chong, O. & Parrish, K., Sep 2023, In: Energies. 16, 17, 6191.

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

  Open Access

  • Buildings 100%
  • Energy 53%
  • Methodology 48%
  • Energy Consumption 40%
  • Audit 40%

• Energy neomercantilism and regenerative alternatives

  Nadesan, M. & Keahey, J., Jun 2 2023, Changing the Paradigm of Energy Geopolitics: Security, Resources and Pathways in Light of Global Challenges. Peter Lang AG, p. 15-34 20 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Engineering Pore Environments of Sulfate-Pillared Metal-Organic Framework for Efficient C₂H₂/CO₂ Separation with Record Selectivity

  Liu, X., Zhang, P., Xiong, H., Zhang, Y., Wu, K., Liu, J., Krishna, R., Chen, J., Chen, S., Zeng, Z., Deng, S. & Wang, J., May 18 2023, In: Advanced Materials. 35, 20, 2210415.

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

  • Metal-Organic Frameworks 100%
  • Sulfates 62%
  • Adsorption 60%
  • Metal Organic Framework 48%
  • Metalorganic frameworks 43%
  24 Scopus citations

• Enhancing Flood Simulation in Data-Limited Glacial River Basins through Hybrid Modeling and Multi-Source Remote Sensing Data

  Ren, W., Li, X., Zheng, D., Zeng, R., Su, J., Mu, T. & Wang, Y., Sep 2023, In: Remote Sensing. 15, 18, 4527.

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

  Open Access

  • river basin 100%
  • remote sensing 82%
  • hydrology 79%
  • simulation 56%
  • modeling 53%
  2 Scopus citations

• Environmental Science for the Betterment of All

  Gibson, J. M. D., Osman, K. K., Conroy-Ben, O. & Giang, A., Sep 12 2023, In: Environmental Science and Technology Letters. 10, 9, p. 719-720 2 p.

  Research output: Contribution to journal › Editorial › peer-review

• Environmental Science for the Betterment of All

  Gibson, J. M. D., Osman, K. K., Conroy-Ben, O. & Giang, A., Sep 12 2023, In: Environmental Science and Technology. 57, 36, p. 13267-13269 3 p.

  Research output: Contribution to journal › Editorial › peer-review

• Evaluating simulated visible greenness in urban landscapes: An examination of a midsize U.S. city

  Yan, J., Naghedi, R., Huang, X., Wang, S., Lu, J. & Xu, Y., Sep 2023, In: Urban Forestry and Urban Greening. 87, 128060.

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

  • urban landscape 100%
  • visibility 87%
  • viewshed 78%
  • city 49%
  • index 44%
  1 Scopus citations

• Evidence of Transport Degradation in 22 nm FD-SOI Charge Trapping Transistors for Neural Network Applications

  Al Mamun, F., Vrudhula, S., Vasileska, D., Barnaby, H. & Sanchez Esqueda, I., Nov 2023, In: Solid-State Electronics. 209, 108783.

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

  • Charge trapping 100%
  • SOI (semiconductors) 69%
  • Transistors 54%
  • Interface Trap 52%
  • transistors 50%

• Evolution of Water Retention Characteristics in Bio-Geochemically Altered Unsaturated Soils: A Pore-Scale Study

  Nassiri, S., Zapata, C. & Mahabadi, N., Apr 24 2023, In: E3S Web of Conferences. 382, 18004.

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

  Open Access

  • water retention 100%
  • Pore structure 76%
  • Soils 72%
  • Multiphase flow 71%
  • multiphase flow 69%

• Experience, empathy, and emotions: What our academic systems need to support (not just) women professors

  Trinh, M. P., Jun 9 2023, In: Industrial and Organizational Psychology. 16, 2, p. 225-228 4 p.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

• Exploring Unit Cost Performance for Water Infrastructure Delivery

  Feghaly, J., El Asmar, M. & Ariaratnam, S. T., Feb 1 2023, In: Practice Periodical on Structural Design and Construction. 28, 1, 04022060.

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

  • Water 100%
  • Water treatment plants 68%
  • Performance 44%
  • Costs 44%
  • Water Treatment 37%

• Facile synthesis of graphene quantum dots with red emission and high quantum yield

  Jin, X. J., Tan, L., Zhao, Z. Q., Li, M. C., Zhou, Q. Y., Zhang, J. J., Lv, T. B., Deng, Q., Wang, J., Zeng, Z., Deng, S. & Dai, G. P., Jan 4 2023, In: New Journal of Chemistry. 47, 5, p. 2221-2229 9 p.

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

  • Graphene quantum dots 100%
  • Quantum yield 88%
  • Quantum Yield 40%
  • Red 32%
  • Optical properties 13%
  1 Scopus citations

• Fairness-Aware Clique-Preserving Spectral Clustering of Temporal Graphs

  Fu, D., Zhou, D., MacIejewski, R., Croitoru, A., Boyd, M. & He, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, Inc, p. 3755-3765 11 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Clustering algorithms 100%
  • Topology 74%
  • Experiments 39%
  4 Scopus citations

• Fast Secure Aggregation with High Dropout Resilience for Federated Learning

  Yang, S., Chen, Y., Yang, Z., Li, B. & Liu, H., Sep 1 2023, In: IEEE Transactions on Green Communications and Networking. 7, 3, p. 1501-1514 14 p.

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

  • Agglomeration 100%
  • Communication 34%
  • Network protocols 31%
  • Smartphones 21%
  • Mobile computing 19%

• Field monitoring and analysis of soil deformation of curved steel pipe jacking in Gongbei tunnel

  Zhang, P., Zhang, Y., Ariaratnam, S. T., Ma, B., Zeng, C. & Liu, K., Aug 2023, In: Tunnelling and Underground Space Technology. 138, 105153.

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

  • pipe jacking 100%
  • Steel pipe 71%
  • tunnel 55%
  • Tunnels 51%
  • Soils 48%
  2 Scopus citations

• GaAs solar cells grown on acoustically spalled GaAs substrates with 27% efficiency

  Schulte, K. L., Johnston, S. W., Braun, A. K., Boyer, J. T., Neumann, A. N., McMahon, W. E., Young, M., Coll, P. G., Bertoni, M. I., Warren, E. L. & Steiner, M. A., Jul 19 2023, In: Joule. 7, 7, p. 1529-1542 14 p.

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

  • Solar cells 100%
  • Substrates 66%
  • Epitaxial growth 44%
  • Spalling 38%
  • Wet etching 21%
  6 Scopus citations

• Global Health Governance and Stakeholder Participation

  Gartner, D., Jan 1 2023, Rethinking Participation in Global Governance: Voice and Influence after Stakeholder Reforms in Global Finance and Health. Oxford University Press, p. 270-282 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Health institutions 100%
  • stakeholder 69%
  • governance 64%
  • participation 52%
  • health 45%

• Guiding Questions for Water Resources Systems Analysis Research

  Kasprzyk, J. & Garcia, M., Aug 1 2023, In: Journal of Water Resources Planning and Management. 149, 8, 01823001.

  Research output: Contribution to journal › Editorial › peer-review
  1 Scopus citations

• Highly efficient Ni-Mn/SiO₂ catalyst for the selective hydrogenation of biomass-derived levulinic acid to γ-valerolactone under mild conditions

  Chen, M., Zhong, Q., Ma, J., Zhang, Z., Liu, Y., Wei, Z. & Deng, S., May 10 2023, In: New Journal of Chemistry. 47, 21, p. 10455-10462 8 p.

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

  • Hydrogenation 100%
  • Acids 72%
  • Biomass 72%
  • Catalysts 67%
  • Catalyst 33%