personal photo of Sreenivas Raguraman

Sreenivas Raguraman

Tagline:Ph.D. Candidate in Materials Science and Engineering at Johns Hopkins University

Baltimore, MD, USA

About Me

I’m Sreenivas Raguraman, a Ph.D. candidate in Materials Science and Engineering at Johns Hopkins University, focused on developing magnesium alloys for structural and biomedical applications. Guided by Prof. Timothy P. Weihs, my research investigates the mechanical properties, corrosion resistance, and degradation kinetics of these materials, aiming to advance their use in orthopedic and cardiovascular implants. I’m driven by the potential of biometals to improve patient outcomes and am passionate about connecting fundamental metallurgy with impactful applications in healthcare and engineering.

My academic journey began at the National Institute of Technology, Tiruchirappalli, where I established a foundation in biodegradable metals through numerical corrosion modeling. This experience expanded during research internships at the Indian Institute of Science and the National University of Singapore, where I worked under Prof. Satyam Suwas on titanium alloys and Prof. Manoj Gupta on ultralight magnesium alloys. Currently, I collaborate as a Foreign Guest Researcher at the National Institute of Standards and Technology (NIST) and a Visiting Researcher at the Pacific Northwest National Laboratory (PNNL). These roles have deepened my expertise in materials processing and advanced characterization techniques, such as Focused Ion Beam (FIB) and Atom Probe Tomography (APT), which I use to analyze vacancy-induced solute clustering in Mg and Al alloys.

I am also dedicated to teaching and mentorship, guiding over 11 students at various academic stages, from high school to master’s level. Engaging mentees in significant projects and co-authoring publications with them has reinforced my commitment to developing the next generation of materials scientists. I actively contribute to professional organizations like The Minerals, Metals & Materials Society (TMS) and the Materials Graduate Society, where I stay at the forefront of materials research. My published work integrates computational methods, including machine learning, to enhance predictions of structure-property relationships and support advanced materials development.

Research Interests

  • Biodegradable Magnesium Alloys
  • Thermo-mechanical Processing
  • Process-Structure-Property Relationships
  • Degradation Kinetics
  • Machine Learning in Materials Science
  • Defect Engineering
  • Advanced Characterization Techniques

News

  1. October 2024 - Preprint published on ResearchSquare.

  2. September 2024 - Awarded the Donald S. Rodbell Memorial Fellowship for outstanding academic performance.

  3. August 2024 - Presented two posters and gave a talk at the 16th Biometal Symposium, Krakow, Poland.

  4. August 2024 - Presented a poster at the Pacific Northwest chapter symposium of the American Vacuum Society.

  5. June 2024 - Paper accepted in Journal of Magnesium and Alloys.

  6. May 2024 - Passed dissertation proposal defense.

  7. April 2024 - Appointed as Visiting Researcher at PNNL, USA.

  8. March 2024 - Delivered two talks at the TMS Annual Meetings 2024, Orlando, FL.

  9. February 2024 - Presented a poster at the DOM/WSE 2024 Research Retreat.

  10. February 2024 - Conference proceedings published in Magnesium Technology 2024.

  11. July 2023 - Presented posters at the Gordon Research Conference and Seminar on Physical Metallurgy, Easton, MA.

  12. June 2023 - Appointed as Foreign Guest Researcher at NIST.

  13. May 2023 - Graduated with a Master’s in Materials Science and Engineering, JHU.

  14. April 2023 - Organized Slip, Twins, and Void symposium at MACH 2023, Baltimore, MD.

  15. March 2023 - Presented a talk at TMS Annual Meetings 2023, San Diego, CA, and at the Materials Research Seminar, Baltimore, MD.

  16. September 2022 - Presented a poster at the DOM/WSE 2022 Research Retreat.

  17. August 2022 - Passed Department Qualifying Exam.

  18. August 2021 - Joined Johns Hopkins University as a Ph.D. student.

Education

  • Doctor of Philosophy - Ph.D.

    from: 2021, until: 2026

    Field of study:Materials Science and EngineeringSchool:The Johns Hopkins UniversityLocation:Baltimore, MD

  • Master of Science in Engineering - M.S.E

    from: 2021, until: 2023

    Field of study:Materials Science and EngineeringSchool:The Johns Hopkins University

  • Bachelor of Technology

    from: 2017, until: 2021

    Field of study:Metallurgical and Materials EngineeringSchool:National Institute of Technology, Tiruchirappalli

Honors & Awards

  • Donald S. Rodbell Graduate Memorial Fellowship

    date: 2024-10-01

    Issuer:Whiting School of Engineering

    Description:

    As a recipient of the prestigious Donald S. Rodbell Graduate Memorial Fellowship, I am recognized for outstanding academic performance and dedication to innovative research in materials science. This fellowship supports my work at Johns Hopkins University, enabling me to focus on cutting-edge advancements in alloy development and degradation processes for biomedical applications. The fellowship not only fuels my current research endeavors but also motivates me to continue contributing to impactful discoveries in materials science and engineering.

  • TMS Travel Grant Recipient

    date: 2024-03-31

    Issuer:Light Metals Division, TMS Annual Meeting 2024

    Description:

    Awarded the prestigious TMS Travel Grant by the Light Metals Division to attend and present at the 2024 TMS Annual Meeting, supporting professional development and networking within the materials science community.

  • Johns Hopkins Graduate Department Fellowship

    date: 2021-09-01

    Issuer:Department of Materials Science and Engineering

  • UNSW Inbound Research Practicum Student

    date: 2020-04-01

    Issuer:University of New South Wales

    Description:

    Accepted as a UNSW Inbound Research Practicum Student under the guidance of Scientia Professor Veena Sahajwalla, Director of the UNSW SM@RT Centre for Sustainable Materials Research and Technology, for a 3-month research period. Offered a scholarship of AUD $1000; unable to pursue due to the COVID-19 pandemic.

  • Winner of Start Up Weekend - NIT TRICHY

    date: 2017-11-01

    Description:

    Winner of Start-Up Weekend at NIT Trichy in 2017, powered by Google, for the project "Cocoon." This achievement highlighted innovation and teamwork in developing a solution from concept to pitch within a competitive environment.

  • CIWG Scholarship

    date: 2017-07-01

    Description:

    Awarded the CIWG (Children of Indian Workers in Gulf Countries) Scholarship under the DASA (Direct Admission of Students Abroad) Quota at the National Institute of Technology, Tiruchirappalli (NIT Trichy), which provided an annual tuition waiver of $6300 based on outstanding academic performance.

Publications

  • Machine learning-guided accelerated discovery of structure-property correlations in lean magnesium alloys for biomedical applications

    Journal ArticlePublisher:Journal of Magnesium and AlloysDate:2024
    Authors:
    Sreenivas RaguramanMaitreyee Sharma PriyadarshiniTram NguyenRyan McGovernAndrew KimAdam J. GriebelPaulette ClancyTimothy P. Weihs
    Description:

    Magnesium alloys are emerging as promising alternatives to traditional orthopedic implant materials thanks to their biodegradability, biocompatibility, and impressive mechanical characteristics. However, their rapid in-vivo degradation presents challenges, notably in upholding mechanical integrity over time. This study investigates the impact of high-temperature thermal processing on the mechanical and degradation attributes of a lean Mg-Zn-Ca-Mn alloy, ZX10. Utilizing rapid, cost-efficient characterization methods like X-ray diffraction and optical microscopy, we swiftly examine microstructural changes post-thermal treatment. Employing Pearson correlation coefficient analysis, we unveil the relationship between microstructural properties and critical targets (properties): hardness and corrosion resistance. Additionally, leveraging the least absolute shrinkage and selection operator (LASSO), we pinpoint the dominant microstructural factors among closely correlated variables. Our findings underscore the significant role of grain size refinement in strengthening and the predominance of the ternary Ca2Mg6Zn3 phase in corrosion behavior. This suggests that achieving an optimal blend of strength and corrosion resistance is attainable through fine grains and reduced concentration of ternary phases. This thorough investigation furnishes valuable insights into the intricate interplay of processing, structure, and properties in magnesium alloys, thereby advancing the development of superior biodegradable implant materials.

    • 1-s2.0-S2213956724002093-gr1_lrg
  • Impact of Thermo-Mechanical Processing on Structure–Property Relationships for the Biodegradable ZX10 Mg Alloy

    Conference PaperPublisher:Magnesium Technology 2024Date:2024
    Authors:
    Sreenivas RaguramanRyan McGovernAndrew KimVeronica IvanovskayaTram NguyenTunde AyodejiAdam GriebelTimothy Weihs
    Description:

    Magnesium alloys offer immense potential as intelligent alternatives to traditional implant materials due to their inherent degradability, biocompatibility, and exceptional mechanical properties. However, their rapid deterioration hinders their practical applications, compromising their mechanical integrity. This study addresses this challenge by investigating the effects of thermo-mechanical processing, including extrusion, cECAP, rolling, and annealing, on the high-strength, dilute ZX10 Mg alloy. By subjecting the alloy to over thirty processing conditions, we identify an optimal combination of high-strength and low-corrosion rates. Simple characterization techniques like XRD, optical microscopy, and SEM were employed to rapidly evaluate the microstructural changes post-processing. The findings identify that grain boundary and strain hardening play pivotal roles in enhancing hardness, while factors such as texture, dislocation density, and precipitates impact corrosion significantly. This comprehensive investigation provides valuable insights into processing-structure–property relationships for Mg alloys, paving the way for developing superior biodegradable implant materials.

    • Impact
  • Evaluating In-Vitro Corrosion Testing of Lean Magnesium Alloys: The Critical Role of Degradation Media Composition, Buffering, and Volume

    DocumentPublisher:Research SquareDate:2024
    Authors:
    Sreenivas RaguramanBeril UlugunTunde AyodejiRida ChowdhuryAdam GriebelTimothy Weihs
    Description:

    Biodegradable magnesium (Mg) alloys are gaining attention for biomedical implants due to their favorable mechanical properties and safe degradation within the human body. However, the rapid corrosion of Mg remains a challenge, necessitating a deeper understanding of its behavior in physiological environments. This study examines the in-vitro corrosion performance of a lean Mg-Zn-Ca alloy in various degradation media, including Hank’s Balanced Salt Solution (HBSS), Earle’s Balanced Salt Solution (EBSS) buffered with 5% CO2, and Dulbecco’s Modified Eagle Medium (DMEM) with 10% Fetal Bovine Serum (FBS) buffered with 5% CO2. Significant differences in corrosion rates were observed across media, with HBSS exhibiting the lowest rates and EBSS the highest. DMEM with 10% FBS and corrosion conditions that most closely resemble physiological environments produced intermediate corrosion rates. The effect of CO2 buffering in HBSS was also evaluated, demonstrating enhanced pH control below 7.5, which simulates physiological pH. Additionally, increasing the volume of HBSS, both with and without CO2 buffering, led to reduced corrosion rates and greater pH stabilization. These findings shed light on how testing conditions can impact corrosion rates and pH stability.

    • Biomedia
  • Current Status and Outlook of Temporary Implants (Magnesium/Zinc) in Cardiovascular Applications

    Journal ArticlePublisher:MetalsDate:2022
    Authors:
    Somasundaram PrasadhSreenivas RaguramanRaymond WongManoj Gupta
    Description:

    Medical application materials must meet multiple requirements, and the designed material must mimic the structure, shape. and support the formation of the replacing tissue. Magnesium (Mg) and Zinc alloys (Zn), as a “smart” biodegradable material and as “the green engineering material in the 21st century”, have become an outstanding implant material due to their natural degradability, smart biocompatibility, and desirable mechanical properties. Magnesium and Zinc are recognized as the next generation of cardiovascular stents and bioresorbable scaffolds. At the same time, improving the properties and corrosion resistance of these alloys is an urgent challenge. particularly to promote the application of magnesium alloys. A relatively fast deterioration rate of magnesium-based materials generally results in premature mechanical integrity compromise and local hydrogen build-up, resulting in restricted applicability. This review article aims to give a comprehensive comparison between Zn-based alloys and Mg-based alloys, focusing primarily on degradation and biocompatibility for cardiovascular applications. The recent clinical trials using these biodegradable metals have also been addressed.

    • metals-12-00999-g001
  • Metallic Foams in Bone Tissue Engineering

    Book ChapterPublisher:Nanoscale Engineering of Biomaterials: Properties and ApplicationsDate:2022
    Authors:
    Somasundaram PrasadhSreenivas RaguramanRaymond WongManoj Gupta
    Description:

    Bone defects occur due to factors such as congenital anomaly, trauma, and osseous deficiency following resection of tumours. Biomaterials are required for bone augmentation of the lost bone architecture. Clinicians attempting to regenerate the tissue and restore its function and aesthetics because of trauma, pathology, or congenital defects face a substantial challenge. The concept of using metallic foam in bone tissue engineering is a key factor in the regeneration of critical size bone defects. Significant research efforts have been dedicated to the development of metallic foams for bone tissue engineering due to their suitable mechanical and biological properties. Although, at present, most of the studies are focused on non-load bearing materials, many materials are also being investigated for hard tissue repair. Several biocompatible metallic foam materials such as titanium alloys, tantalum, iron, zinc, and magnesium alloys have been commonly employed as implants in biomedical applications. They are often used to replace and regenerate the damaged bones or to provide structural support for healing bone defects. The bone cells develop on the porous regions of the implants. These cells develop over the surface of the foam, which imparts the integrity and strength. The scaffolds help in regeneration of the biological structural components of the extracellular matrix. This chapter focuses on the commonly used metallic foams for bone tissue engineering, their properties, applications, and cellular interactions.

Projects

  • Impact of Excess Vacancies on Solute Clustering and Precipitation in Mg and Al Alloys

    date: 2024

    Organization:Johns Hopkins University

  • Degradation Kinetics and Ion Release in Mg-Al Alloy for Coronary Stents: In-Vitro and In-Vivo Studies

    date: 2023

    Organization:Johns Hopkins University

  • Machine Learning-Driven Process-Structure-Property Optimization in Biodegradable Magnesium Alloy

    date: 2021

    Organization:Johns Hopkins University

  • Recrystallization behaviour in commercially pure titanium

    date: 2019

    Organization:Indian Institute of Science, Bangalore

    Description:

    During a research internship at IISc Bangalore, Sreenivas Raguraman investigated texture evolution and mechanical properties in titanium through cold rolling and annealing techniques. Characterization methods included SEM, EBSD, and X-ray diffraction.

  • Synthesis of ultralight Mg alloys

    date: 2019

    Organization:National University of Singapore

Talks, Posters and External Presentations

  • Machine learning-guided accelerated discovery of structure-property correlations in lean magnesium alloys for biomedical applications

    Date: Aug 2024

    Event name: 16th Biometal Symposium .Location: Krakow, Poland .

    Description:

    Oral Presentation

    • 1725029662354
    • 1725029670968
  • From Corrosion to Mechanics: Evaluating novel magnesium alloys for biodegradable wire applications

    Date: Aug 2024

    Event name: 16th Biometal Symposium .Location: Krakow, Poland .

    Description:

    Poster Presentation

    • 1725029669232
  • From Fiery Furnace to Bone Fixer: Unveiling the Processing-Structure-Property Relationships in Magnesium Alloys for Enhanced Biodegradable Implant Design

    Date: Aug 2024

    Event name: Annual Symposium of Pacific Northwest Chapter (PNWAVS) of AVS in Richland, WA .Location: Richland, WA .

    Description:

    Poster Presentation

    • 1723528611131
  • Machine learning-guided accelerated discovery of structure-property correlations in lean magnesium alloys for biomedical applications

    Date: Mar 2024

    Event name: TMS Annual Meetings 2024 .Location: Orlando, FL .

    Description:

    Oral Presentation

    • 1710691187576
    • 1710691189990
  • Manipulating Precipitate Population to Modulate Corrosion and Al Release in Mg-9Al Biodegradable Implants

    Date: Mar 2024

    Event name: TMS Annual Meetings 2024 .Location: Orlando, FL .

    Description:

    Oral Presentation

    • 1710691185458
  • From Fiery Furnace to Bone Fixer: Unveiling the Processing-Structure-Property Relationships in Magnesium Alloys for Enhanced Biodegradable Implant Design

    Date: Feb 2024

    Event name: Department of Medicine & Whiting School of Engineering Research Retreat and Poster Session, .Location: Baltimore, MD .

    Description:

    Poster Presentation

    • IMG_2421
  • Impact of thermo-mechanical processing on structure-property-relationships for the biodegradable ZX10 Mg alloy

    Date: Jul 2023

    Event name: Gordon Research Conference - Physical Metallurgy .Location: Easton, MA .

    Description:

    Poster Presentation

    • 1689477758455
  • Impact of thermo-mechanical processing on structure-property-relationships for the biodegradable ZX10 Mg alloy

    Date: Jul 2023

    Event name: Gordon Research Seminar - Physical Metallurgy .Location: Easton, MA .

    Description:

    Poster Presentation

    • IMG_9194
  • Effect of grain size and precipitates on the mechanical and biocorrosion properties of ZX10 Mg alloy

    Date: Mar 2023

    Event name: TMS Annual Meetings 2023 .Location: San Diego, CA .

    Description:

    Oral Presentation

    • 1679628588085
  • Effect of grain size and precipitates on the mechanical and biocorrosion properties of ZX10 Mg alloy

    Date: Mar 2023

    Event name: Materials Research Seminar, Materials Graduate Society .Location: Baltimore, MD .

    Description:

    Oral Presentation

    • 1679116296388

Teaching (TA)

  • Thermodynamics/Materials (Undergraduate)

    from: Jan 2023, until: May 2023

    Organization: Johns Hopkins University .

    Description:

    Teaching Assistant for Prof. James Spicer.

  • Thermodynamics of Materials (Graduate)

    from: Aug 2022, until: Dec 2022

    Organization: Johns Hopkins University .

    Description:

    Teaching Assistant for Prof. Peter Searson

Supervised Students

  • RM

    Ryan McGovern

    Thermal Processing, Mechanical Characterization, and Defect Concentration Assessment in Magnesium Alloys Using X-Ray Profile Fitting

    date: 2023 - 2024

    Degree: Bachelor's Degree .University: Johns Hopkins University .Department: Biomedical Engineering .

  • VI

    Veronica Ivanovskaya

    Mechanical Processing, Testing, Degradation, and Cytotoxicity Evaluation of Magnesium Alloys

    date: 2023 - present

    Degree: Bachelor's Degree .University: Johns Hopkins University .Department: Materials Science and Engineering .

  • CB

    Camryn Byrum

    Thermal Processing, Advanced Defect Characterization, and Degradation Analysis of Magnesium Alloys for Structural and Biomedical Implants

    date: 2023 - present

    Degree: Bachelor's Degree .University: Johns Hopkins University .Department: Biomedical Engineering .

  • TA

    Tunde Ayodeji

    Integrated Computational Modeling and Experimental Analysis of Mechanical, Corrosion, and Fatigue Behavior in Magnesium Alloys

    date: 2023 - present

    Degree: Bachelor's Degree .University: Johns Hopkins University .Department: Mechanical Engineering .

  • TN

    Tram Nguyen

    Corrosion and Characterization of Mg alloys

    date: 2023 - 2024

    Degree: Master's Degree .University: Johns Hopkins University .Department: Materials Science and Engineering .

  • MM

    Makayla Mitchell

    Corrosion Evaluation of Mg alloys

    date: 2023 - 2023

    Degree: Bachelor's Degree .University: Johns Hopkins University .Department: Chemical and Biomolecular Engineering .

  • DB

    Diana Bershadsky

    Thermal Processing and Advanced Characterization of Magnesium Alloys

    date: 2023 - 2023

    Degree: Master's Degree .University: Johns Hopkins University .Department: Mechanical Engineering .

  • KM

    Karthik Muthukumar

    Impact of Processing on structure-property relationship in ZX10 Mg alloy

    date: 2023 - 2023

    Degree: Other .

    Description:

    High School Student - Army Educational Outreach Program

  • AK

    Andrew Kim

    Microstructural, Mechanical, and Corrosion Analysis of Binary Magnesium Alloys

    date: 2022 - present

    Degree: Bachelor's Degree .University: Johns Hopkins University .Department: Materials Science and Engineering .

  • RC

    Rida Chowdhury

    Advanced Corrosion and Computed Tomography Characterization with Finite Element Mechanical Modeling of Biodegradable Magnesium Alloys

    date: 2022 - 2024

    Degree: Bachelor's Degree .University: Johns Hopkins University .Department: Biomedical Engineering .

Current Affiliations

  • Visiting Researcher

    from: 2024, until: present

    Organization:Pacific Northwest National LaboratoryLocation:Richland, WA

  • Foreign Guest Researcher

    from: 2024, until: present

    Organization:National Institute of Standards and TechnologyLocation:Gaithersburg, MD

  • Graduate Researcher

    from: 2024, until: present

    Organization:Hopkins Extreme Materials InstituteLocation:Baltimore, MD

  • Graduate Researcher

    from: 2021, until: present

    Organization:Johns Hopkins UniversityLocation:Baltimore, MD

Professional Memberships

  • International Magnesium Association

    From: 2024

    To: present

    Student Member

  • Materials Research Society (MRS)

    From: 2023

    To: present

    Student Member

  • The Minerals, Metals and Materials Society (TMS)

    From: 2022

    To: present

    Graduate Student Member

  • The American Society of Materials (ASM International)

    From: 2022

    To: present

    Student Member

  • The Association for Iron and Steel Technology (AIST)

    From: 2022

    To: present

    Student Member

  • The American Ceramics Society (ACerS)

    From: 2022

    To: present

    Student Member

  • The Association for Materials Protection and Performance (AMPP)

    From: 2018

    To: 2019

    Student Member

Departmental Contributions

  • Vice President

    from: 2024, until: 2024

    Organization:Materials Graduate SocietyLocation:Baltimore, MD

  • Mentor - High School Student

    from: 2023, until: 2023

    Organization:Army Educational Outreach Program High School Apprenticeship Program Location:Baltimore, MD

    Description:

    Guided a high school student through the AEOP (Army Educational Outreach Program) High School Apprenticeship, providing mentorship in materials science, specifically on Mg alloys. Assisted in developing their research skills, fostering a foundational understanding of scientific methods, and encouraging career exploration in STEM fields.

  • Qualifying Exam Facilitator

    from: 2022, until: 2024

    Organization:Department of Materials Science and EngineeringLocation:Baltimore, MD

    Description:

    Assisted first-year PhD students by organizing and conducting practice qualifying exams to help them prepare for official assessments.

  • International Representative

    from: 2022, until: 2023

    Organization:Materials Graduate SocietyLocation:Baltimore, MD

  • PhD representative

    from: 2022, until: 2022

    Organization:Department of Materials Science and EngineeringLocation:Baltimore, MD

  • Department Representative

    from: 2022, until: 2022

    Organization:Graduate Representative OrganizationLocation:Baltimore

  • Safety Captain

    from: 2021, until: 2023

    Organization:Weihs Group, Department of Materials Science and EngineeringLocation:Baltimore, MD

  • Mentor - Undergraduate

    from: 2021, until: 2022

    Organization:Materials Graduate SocietyLocation:Baltimore, MD

Conference Contributions

  • TMS Technical Committee: Biomaterials

    From: 2024

    To: present

    Elected Member

  • Slip, Twin, and Voids - Mach 2023

    From: 2023

    To: 2023

    Co-organizer

Journal Contributions

  • Materials Characterization

    From: 2024

    Reviewer

Detailed Curriculum Vitae (CV)

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Image Gallery

Description:

This gallery showcases my journey in materials science and engineering, featuring moments from research activities, conferences, and collaborations. It highlights lab work, conference presentations, professional networking, and mentorship roles. Each image represents my commitment to advancing knowledge in biodegradable alloys and materials engineering through hands-on research, academic engagement, and community involvement.