Jorunals / Preprints

• (2026) Daniel Saatchi, "Open Rebuttal to Nature Article: ‘Why Sky-High Pay for AI Researchers is Bad for the Future of Science’", Microsoft GitHub, Open Rebuttal to Nature Publication, February 18, 2026. https://github.com/danielsaatchi/Open-Rebuttal-to-Nature-Article-Why-Sky-High-Pay-for-AI-Researchers-is-Bad-for-the-Future-of-Science
• (2026) Daniel Saatchi, "AI Research Ethics: Discommendation for European Institutional Responsibilities under Marie Skłodowska-Curie Actions", Microsoft GitHub, Preprint for Journal of Artificial Intelligence, January 31, 2026. https://github.com/danielsaatchi/msca-ai-discommend-for-european-hosts-ethics
• (2025) Daniel Saatchi, Myung-Joon Lee, Tushar Prashant Pandit, Manmatha Mahato, Il-Kwon Oh, "Artificial Intelligence in Metamaterial Informatics for Sonic Frequency Mechanical Identification Tags”, Advanced Functional Materials, AI-discovery, SFID AI-chip Invention, https://doi.org/10.1002/adfm.202414670
• (2025) Daniel Saatchi, Myung-Joon Lee, Tushar Prashant Pandit, Manmatha Mahato, Il-Kwon Oh, "Artificial Intelligence in Metamaterial Informatics for Sonic Frequency Mechanical Identification Tags”, Advanced Functional Materials, 202414760, Opensource algorithms, 2019-2024 Data Contribution, https://onlinelibrary.wiley.com/action/downloadSupplement?doi=10.1002%2Fadfm.202414670&file=adfm202414670-sup-0001-SuppMat.docx , AI/MI/data/codes for SFID/EMIT on GitHub:https://github.com/danielsaatchi/EMIT
• (2024) Mannan Khan, Saewoong Oh, Wonhee Ji, Tae-Eung Song, Manmatha Mahato, Daniel Saatchi, Jaewoo Roh, Donghyeok Yun, Jee-Hwan Ryu, and Il-Kwon Oh, "Wearable Haptics for Orthotropic Actuation based on Perpendicularly Nested Auxetic SMA Knotting”, Advanced Materials, https://doi.org/10.1002/adma.202411353
• (2024) Daniel Saatchi, Saewoong Oh, Hyunjoon Yoo, Ji-Seok Kim, Myung-Joon Lee, Mannan Khan, Bernd Wicklein, Manmatha Mahato, Il-Kwon Oh, "Dynamic Schwarz Meta-Foams: Customizable Solutions for Environmental Noise Reduction”, Advanced Science, 2402872, https://doi.org/10.1002/advs.202402872
• (2024) Daniel Saatchi, Saewoong Oh, Hyunjoon Yoo, Ji-Seok Kim, Myung-Joon Lee, Mannan Khan, Bernd Wicklein, Manmatha Mahato, Il-Kwon Oh, "Dynamic Schwarz Meta-Foams: Customizable Solutions for Environmental Noise Reduction", Advanced Science, 2402872, derived equations and applied mathematical contribution in computational geometry for graded metamaterials and dynamic meta-foams. https://onlinelibrary.wiley.com/action/downloadSupplement?doi=10.1002%2Fadvs.202402872&file=advs8809-sup-0001-SuppMat.docx
• (2024) Daniel Saatchi, Mousumi Garai, Hiep Nguyen, Manmatha Mahato, Saewoong Oh, Hyunjoon Yoo, Sheraz Ali Syed, Do Van Lam, Ashhad Kamal Taseer, Il‑Kwon Oh*, "Multifunctional and Electronically Conjugated Triazine Framework for Superior Electro‑Ionic Artificial Muscles”, Advanced Functional Materials, June 2024, https://doi.org/10.1002/adfm.202406603
• (2024) Daniel Saatchi, Ponnan Sathiyanathan, Yeonju Boo, Manmatha Mahato, Bernd Wicklein, Ji-Seok Kim, Hyunjoon Yoo, Tae-Eun Song, Ji-Seok Kim, Ashhad Kamal Taseer, Wong Jong Kim, Il-Kwon Oh*, "Nitrogen and Sulfur Rich Covalent Organic Framework-Chitosan Triboelectric Nanogenerator for Disposable Urination Evaluation Tool", AI-Telemedicine Application: Urination Health Check-Up, Advanced Materials Technologies, Vol 9, No 4, February 2024, https://doi.org/10.1002/admt.202301883
• (2023) Daniel Saatchi, Saewoong Oh, Il-Kwon Oh*, "Biomimetic and Biophilic Design of Multifunctional Symbiotic Lichen Schwarz Metamaterial", Advanced Functional Materials, Wiley-VCH, Selected as front cover of journal, https://doi.org/10.1002/adfm.202370188
• (2023) Daniel Saatchi, Saewoong Oh, Il-Kwon Oh*, "Biomimetic and Biophilic Design of Multifunctional Symbiotic Lichen Schwarz Metamaterial", Environmental Health (Noise) in Architecture Application, Advanced Functional Materials, Vol 33, No 31, August 2023, https://doi.org/10.1002/adfm.202214580
• (2023) Daniel Saatchi, Saewoong Oh, Il-Kwon Oh*, "Biomimetic and Biophilic Design of Multifunctional Symbiotic Lichen Schwarz Metamaterial", Advanced Functional Materials, Wiley-VCH, Vol 33, No 31, blueprints of computational design, engineering economy, manufacturing tolerance of 3D printing, derived mathematics for bioinspired geometries of shell, fungi, plant, and metamaterials. https://onlinelibrary.wiley.com/action/downloadSupplement?doi=10.1002%2Fadfm.202214580&file=adfm202214580-sup-0001-SuppMat.pdf
• (2014) Daniel Saatchi, Mani Fathali, Ali Rahimi Khojasteh, "The Impacts of Five Different Turbulence Models on the Accuracy of Computational Aeroacoustic Results for an Airfoil and Acoustic Localization Analysis for Well Suited Model", International Review of Mechanical Engineering, Vol. 8, No. 2, pp. 387–398, https://doi.org/10.15866/ireme.v8i2.1393

Conferences

• (2024) Daniel Saatchi, Myung-Joon Lee, Saewoong Oh, Tushar Prashant pandit, Ji-Seok Kim, Hyunjoon Yoo, Mannan Khan, Bernd Wicklein, Manmathha Mahato, Il-Kwon Oh, "Minimal Surface Metamaterial Informatics for Mechanical Wave Manipulations”, Korean Society of Noise and Vibration Engineering, Spring Round, Oral Presentation, Ramada Beach Hotel, Jeju Island, South Korea, May 22 ~ 25, 2023, https://conf.ksnve.or.kr/
• (2024) Daniel Saatchi, Saewoong Oh, Ji-Seok Kim, Hyunjoon Yoo, Il-Kwon Oh, "Computational Design and Manufacturing Cost Estimation Method for Nature-Inspired Minimal Surface Metamaterials", Korean Society of Mechanical Engineers, Spring Round, Poster Presentation, Yoseu, Incheon, Korea, April 24–27, 2024. http://eng.ksme.or.kr/
• (2023) Daniel Saatchi, Saewoong Oh, Hyunjoon Yoo, Ji-Seok Kim, Il-Kwon Oh, "Symbiotic Metamaterials for Adaptive Meta-Structures and Environmental Health", Korean Society of Mechanical Engineers, Fall Round, Oral Presentation, Song-do, Incheon, Korea, Nov 1–3, 2023. http://eng.ksme.or.kr/
• (2023) Daniel Saatchi, Saewoong Oh, Hyunjoon Yoo, Il-Kwon Oh, "Material Cost Sensitivity and Acoustic Performances of Minimal Surface Symbiotic Metamaterials for Adaptive Meta-Structures", Korean Society of Noise and Vibration Engineering, Fall Round, Oral Presentation, Yoseu, South Korea, October 11–14, 2023. https://conf.ksnve.or.kr/
• (2023) Ponnan Sathiyanathan, Daniel Saatchi, Manmatha Mahato, Il-Kwon Oh, "Chitosan Based Triboelectric Energy Harvesting System Comprised of Sulfur and Nitrogen Rich Covalent Organic Framework", Nanodevice: Evolving into Intelligent Semiconductors, The 21st International Nanotech Symposium, NANO KOREA, KINTEX, Seoul, Korea, July 5–7, 2023. https://www.nanokorea.or.kr/
• (2023) Daniel Saatchi, Myung-Joon Lee, Il-Kwon Oh, "Data Driven Geometric Design of Biomimetic Minimal Surface Metamaterial for Elastic to Acoustic Band Gaps", Phononics, Poster Presentation, University of Manchester, Manchester, England, United Kingdom, June 12–16, 2023. https://phononics2023.org/conf/index.php/phononics/2023
• (2023) Daniel Saatchi, Il-Kwon Oh, "Computational Design of Multiscale Minimal Surface Metamaterial with Sound Blocking and Sound Absorbing Capabilities", Korean Society of Noise and Vibration Engineering, Spring Round, Oral Presentation, Sol Beach Samcheok Hotel, South Korea, May 25–28, 2023. https://conf.ksnve.or.kr/
• (2023) Ponnan Sathiyanathan, Daniel Saatchi, Manmatha Mahato, Il-Kwon Oh, "Enhancing the Triboelectric Energy Harvesting Performance of Chitosan Polymer Composite via Adding Covalent Organic Framework", Poster, Busan, South Korea, May 17–19, 2023. http://eng.ksme.or.kr/
• (2023) Daniel Saatchi, Il-Kwon Oh, "Bioinspired Minimal Surface Acoustic Metamaterials for Environmental Noise Applications", Korean Society of Mechanical Engineering, Poster, Busan, South Korea, May 17–19, 2023. http://eng.ksme.or.kr/
• (2022) Daniel Saatchi, Il-Kwon Oh, "Computational Design of Graded Minimal Surface Acoustic Metamaterial with Hybrid Band Gaps", Korean Society of Noise and Vibration Engineering, Fall Round, Oral Presentation, Jeju Island, South Korea, November 2–5, 2022. https://conf.ksnve.or.kr/
• (2022) Daniel Saatchi, Myung-Joon Lee, Il-Kwon Oh, "Tunable Band Gap in Computational Design of Minimal Surface Metamaterial for Acoustic Applications", Korean Society of Noise and Vibration Engineering, Spring Round, Oral Presentation, Chongwan, South Korea, May 25–28, 2022.
• (2021) Daniel Saatchi, Il-Kwon Oh, "Implementation of Triply Poly Minimal Surfaces in Design of Phononic Crystals and Acoustic Metamaterials", International Mechanical Engineering Congress & Exposition, American Society of Mechanical Engineers, Oral Presentation, Virtual (Covid19), New York, USA, November 1–5, 2021. https://doi.org/10.1115/IMECE2021-72624

Startups Venues

• (2021) Daniel Saatchi, Mohammad Ali Nazrdokht "XSEALD NEUSARS Intel Ring for Trauma Telemedicine,", AI-Telemedicine Startup, collision cofounders, Toronto, CANADA, June, 2021. https://collisionconf.com/
• (2020) Daniel Saatchi, Mohammad Ali Nazrdokht "XSEALD Personalized Trauma Telemedicine AI Systems", AI-Telemedicine Startup, websummit conference cofounders, Lisbon, Portugual, June, 2020. https://websummit.com/
• (2020) Daniel Saatchi, Mohammad Ali Nazrdokht "XSEALD Personalized Trauma Telemedicine AI Systems", AI-Telemedicine Startup, collision conference cofounders, Toronto, CANADA, June, 2020. https://collisionconf.com/

Linkedin Articles

• (Feb, 2024) Daniel Saatchi ,"DS Review: Why Engineers Can't Be Worst Politicians", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/ds-review-why-engineers-cant-worst-politicians-danielsaatchi-27ecc/
• (Dec, 2023) Daniel Saatchi ,"DS Review: 9 Shades of Angel Investors", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/ds-review-9-shades-angel-investors-danielsaatchi-jxfdc
• (Jul, 2023) Daniel Saatchi ,"DS Review: 9 Shadess of Parrallel Entreprneurs Versus VC Firms", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/ds-review-9-shades-parallel-entrepeneurs-versus-vc-firms/
• (Jun, 2023) Daniel Saatchi ,"DS Review: 9 Types of Entreprneurship [4] Self-Actualization", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/ds-review-9-types-entrepreneurship-4-self-actualization/
• (Mar, 2023) Daniel Saatchi ,"DS Review: 9 Critical Thoughts [4] Slow Movement Culture", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/ds-review-9-critical-thoughts-4-slow-movement-culture-danielsaatchi/
• (Feb, 2023) Daniel Saatchi ,"DS Review: 9 with-it Countries [4] Entrepreneurial Freedom", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/ds-review-9-with-it-countries-4-entrepreneurial-freedom/
• (Jan, 2023) Daniel Saatchi ,"DS Review: How [2] Invest in Technology Design", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/ds-review-how-2-invest-technology-design-danielsaatchi/
• (Nov, 2022) Daniel Saatchi ,"DS Review: 9 With-It Politicians [4] Entrepreneurs", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/ds-review-9-with-it-politicians-4-entrepreneurs-danielsaatchi/
• (Nov, 2022) Daniel Saatchi ,"What is Conceptual Design?", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/what-conceptual-design-danielsaatchi/
• (Oct, 2022) Daniel Saatchi ,"Entrepreneurs Pushing Back Politicians", DS DESIGNS Business Publications on Linkedin Article: https://www.linkedin.com/pulse/entrepreneurs-punching-back-politicians-danielsaatchi/