Materials Science Engineering Applications

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  • View profile for Markus J. Buehler
    Markus J. Buehler Markus J. Buehler is an Influencer

    McAfee Professor of Engineering at MIT; Co-Founder & CTO at Unreasonable Labs; AI-Driven Scientific Discovery

    29,634 followers

    In engineering, connecting hard and soft materials is notoriously difficult, often leading to stress concentrations and failure in joints, implants, and electronic components. We show how Nature solves this challenge through subtle, built-in molecular programming at the nanoscale. At the tendon-bone interface, the enthesis, weak H-bond interactions between collagen and mineral particles prevent a rigid network from forming, preserving compliance, toughness, and durability. Durability comes not from stronger bonds, but from weak hydrogen bonds that tune structure - an unexpected concept, giving us deeper understanding of the design language in protein materials. These findings point toward new ways of designing real-world resilient biomaterials and engineered interfaces, from medical devices to electronic circuits. Proud to share this work, published in ACS Nano, with Guy Genin and Stavros Thomopoulos, led by Amadeus Alcântara, Mario Milazzo and Eesha Khare. Full details in the paper, link below.

  • View profile for Alexey Navolokin

    FOLLOW ME for breaking tech news & content • helping usher in tech 2.0 • at AMD for a reason w/ purpose • LinkedIn persona •

    777,186 followers

    China just bent the rules of electronics — literally. Facinating? Chinese and global researchers are advancing Metal-Polymer Conductors (MPCs) — circuits made from liquid metals like gallium–indium embedded in elastic polymers — that defy traditional rigid wiring by remaining conductive even when stretched up to 500% or more. Why this is a big deal: 🔹 High Stretchability: Certain liquid-metal conductors maintain electrical conductivity even when stretched 5× their original length. 🔹 Durability: Printable metal-polymer conductors can withstand over 10,000 cycles of stretching with minimal resistance change (<3%). 🔹 Conductivity: Hybrid conductors based on indium alloys can achieve extremely high conductivity (~2.98 × 10⁶ S/m) with minimal resistance change under extreme strain. 🔹 Fine Feature Sizes: Advanced techniques can pattern circuits as small as 5 micrometers, rivaling conventional PCBs. Market Insight: The global market for wearable and flexible devices is expected to surge into the hundreds of billions of dollars, with advanced stretchable materials at the core of the next wave of innovation. (Wearable tech projected >US$150B by 2026 in soft electronics growth — wearable industry data) Where AI Fits In: AI is not just hype — it’s accelerating how we design and discover materials like MPCs. AI/ML models help predict material properties — like conductivity and mechanical resilience — before physical prototypes are made. Computational simulations can evaluate thousands of polymer + metal combinations far faster than physical testing alone. AI-assisted optimization reduces lab iterations, cutting time and cost in early-stage development. In other words: AI + materials science = faster discovery of smarter, stretchable electronics. Potential Applications: Soft robotics that mimic human motion Wearables that feel like fabric Artificial skin with embedded sensing Health monitoring devices that conform to the body On-skin motion recognition and bioelectronics. The era of electronics you can twist, stretch, and wear is here — and AI is helping make it a reality. #FlexibleElectronics #MaterialsScience #AIinInnovation #SoftRobotics #WearableTech #DeepTech #FutureOfElectronics #Innovation

  • View profile for Sudarshan Murade

    IoT Engineer & PCB Designer | Founder at Cloudchip Innovation | Component Sourcing for R&D & Startups | Embedded Systems | BOM Support | Fast Delivery Across India

    1,424 followers

    Choosing the Right PCB Material: A Key Design Decision The PCB substrate you choose plays a critical role in determining performance, reliability, and cost. Different applications require different materials—here’s a quick overview: 1. FR-4 (Flame Retardant 4) The most common and cost-effective option. Ideal for general-purpose electronics. Good mechanical strength and decent electrical performance, but limited in high-frequency applications. 2. Rogers (High-Frequency Laminates) Engineered for RF and microwave applications. Low dielectric loss and excellent signal integrity make it perfect for 5G, radar, and aerospace systems. 3. PTFE (Teflon-Based) Excellent for very high-frequency and high-speed circuits. However, it's expensive and harder to process. Used in advanced communication and satellite systems. 4. Metal-Core PCB (Aluminum/Copper Core) Designed for power electronics and LED lighting. Superior thermal conductivity helps dissipate heat efficiently. 5. Polyimide High thermal stability and flexibility. Great for flexible and rigid-flex PCBs used in wearables and aerospace applications. 6. Ceramic-Based PCBs Offer outstanding thermal and electrical properties. Suitable for extreme environments like automotive, aerospace, and industrial control systems. Each material serves a purpose. The key is to align your choice with the electrical, thermal, and mechanical demands of your application. What material do you swear by in your designs—and why? Share your experience! #PCBDesign #ElectronicsDesign #MaterialsEngineering #FR4 #Rogers #HighFrequency #HardwareDevelopment #ThermalManagement

  • View profile for Jousef Murad
    Jousef Murad Jousef Murad is an Influencer

    CEO & Lead Engineer @ APEX 📈 Drive Business Growth With Intelligent AI Automations - for B2B Businesses & Agencies | Mechanical Engineer 🚀

    181,931 followers

    Strength in Structure: Engineering Excellence in the Volkswagen ID.4 🔧 The framework of a vehicle isn't just about holding parts together—it's the foundation of safety, performance, and efficiency. Take a look at the structural composition of the Volkswagen ID.4, where engineering precision meets innovative material science. This visual breakdown showcases the strategic use of different materials to ensure optimal safety and performance: 👉 Mild Steel (<160 MPa) in gray for areas requiring flexibility. 👉 High-Strength Steel (<220 MPa) in blue, providing durability. 👉 Extra-High-Strength Steel (<420 MPa) in yellow, offering enhanced crash protection. 👉 Ultra-High-Strength Steel (<1000 MPa) in red for critical areas demanding superior strength. 👉 Hot-Formed Steel (>1000 MPa) in purple, utilized in high-stress regions to maximize structural integrity. Aluminum Inserts in light blue, reducing weight while maintaining rigidity. This thoughtful combination of materials makes the ID.4 stronger, safer, lighter, and more efficient—an embodiment of VW's commitment to advancing automotive technology. 📥 Weekly Science News: https://lnkd.in/d7B7fqA #Engineering #AutomotiveEngineering #Volkswagen #ID4 #MaterialScience

  • View profile for Naveen K , CQP MCQI

    27K+ Followers | Global Industry Voice in Manufacturing Quality, Lean & Continuous Improvement

    27,952 followers

    A modern car is no longer made of metal alone Nearly 50% of today’s vehicle volume is plastic and every polymer inside your car has a job to do. Lightweight is not the goal. Right material, right application, right process is the goal Why plastics dominate automotive design today: Automotive plastics are chosen because they deliver a balanced combination of: ✔ Weight reduction → Better fuel efficiency & EV range ✔ Design flexibility → Complex shapes with fewer parts ✔ Cost efficiency → Lower tooling & assembly costs ✔ Performance → Heat, impact, chemical & wear resistance But from a Quality Engineer’s lens, plastics are also a high-risk area if not controlled well Where each plastic is typically used (practical view): 1. Polypropylene (PP) • Interior trims, dashboards, bumpers • Lightweight, fatigue resistant • Common defects: sink marks, warpage, poor paint adhesion 2. Polyurethane (PU) • Seats, headrests, NVH components • Comfort + energy absorption • Quality risk: density variation, foam collapse 3. ABS • Instrument panels, interior housings • Good surface finish & impact strength • Failure mode: cracking under UV/heat aging 4. PVC • Wiring insulation, seals, underbody coatings • Chemical & abrasion resistant • Risk: brittleness over time 5. Polycarbonate (PC) • Headlamp lenses, transparent parts • High impact resistance • Critical control: moisture → hydrolysis defects 6. Polyamide (Nylon / PA) • Engine bay parts, gears, brackets • Heat & wear resistant • Top issue: moisture absorption → dimensional shift 7. polyethylene (PE) • Fuel tanks, reservoirs • Chemical resistance • Risk: permeation & weld failures 8. Polyoxymethylene (POM) • Precision gears, clips • Low friction • Concern: brittle fracture at low temperature 9. PET • Electrical connectors, fiber applications • Good strength & recyclability Quality reality in automotive plastics: ❌ Most plastic failures are not material problems ❌ They are process + design + supplier control problems Typical root causes: • Incorrect resin grade selection • Moisture mismanagement • Poor mold design • Uncontrolled recycling content • Weak incoming material validation This is why APQP, PPAP, SPC, MSA, and supplier audits are critical in plastic parts. Sustainability shift (what’s coming next) OEMs are rapidly moving toward: 🌱 Recycled plastics 🌱 Bio-based polymers 📉 Lower carbon footprint materials Follow Naveen K for more insights on Quality & CI

  • View profile for Charles-Henry Monchau, CFA, CMT, CAIA

    Chief Investment Officer & Member of the Executive Committee at Syz Group ¦ 260,000+ followers

    267,456 followers

    The U.S. Military has a "China Problem" that most people are completely ignoring. 🇺🇸🇨🇳 While headlines focus on troop counts and carrier groups, the real battle is being fought in the periodic table. Over 70% of U.S. rare earth imports come directly from China. But it’s not just about "imports"—China controls nearly 90% of the world's refining capacity. Even minerals mined in the U.S. are often sent to China just to be processed. 🛡️ Why the Pentagon is Worried Modern warfare isn't just steel and gunpowder; it’s magnets and semiconductors. Without rare earths, our most advanced systems are just expensive paperweights. Here is the "material cost" of a modern military: F-35 Fighter Jet: Uses 418 kg of rare earths. (Crucial for targeting lasers, stealth flight controls, and high-temp engine magnets) Arleigh Burke Destroyer: Uses 2,600 kg. (Powering the SPY-1 radar and missile guidance systems) Virginia-class Submarine: Uses 4,600 kg. (Essential for the quiet propulsion motors and sonar arrays) ⚠️ The Chokehold It's not just "rare earths." China currently produces: 98% of the world's Gallium 🛰️ 82% of the world's Tungsten 🛠️ 95% of the world's Magnesium ⚙️ When China restricted Gallium and Germanium exports recently, prices spiked and supply chains shuddered. For a semiconductor industry that relies on these for fabrication, this is a national security emergency. 🔄 The 2026 Shift The U.S. is finally waking up. By 2027, the Department of Defense is aiming to ban all Chinese-sourced rare earth magnets from its systems. From funding processing plants in Australia to exploring "Next Alaska" opportunities in Greenland, the race for Mineral Independence is the new Space Race. The Bottom Line: You can have the best pilots and the smartest engineers, but if you don't own the supply chain, you don't own your defense. Source: Jack Prandelli on X, Visual Capitalist #NationalSecurity #SupplyChain #DefenseIndustry #RareEarths #Geopolitics #TechStrategy #Manufacturing

  • View profile for John W Mitchell

    Electronics Industry Champion | Standards | Workforce Advocate | Speaker | Author | CEO

    13,991 followers

    I just came across something unexpected, as engineers at the University of Glasgow have developed a circuit board using chocolate as a biodegradable substrate, with zinc replacing copper in the printed circuits.   It sounds like a curiosity, but there's a practical reason it caught my attention. Copper is essential to electronics manufacturing, and the supply gap is expected to grow by 24% by 2040. Finding alternatives isn't just about sustainability, it's increasingly about resilience.   What I find promising is that these biodegradable boards are already powering LEDs and temperature sensors at performance levels comparable to traditional methods. To me, this isn't just a lab experiment, it's something worth watching.   Across the electronics industry, I see growing interest in materials that reduce e-waste and ease pressure on critical supply chains. This work fits that pattern. It also opens the door to other biodegradable substrates, paper, bioplastics, and materials we haven't yet considered.   The future of our industry depends as much on materials breakthroughs as it does on design. I'm curious what others are seeing. Where else is unconventional thinking reshaping how we source and build? https://bit.ly/4amfAjN

  • View profile for Jefy Jean Anuja Gladis

    Sales Manager @ Schrader | Process Engineering | Ex-Linkedin Top Voice | Master of Engineering - Chemical @ Cornell | Six Sigma Black Belt | JN Tata Scholar | Content Creator | Global Career & Technical Storytelling

    30,097 followers

    Hidden flaws cause catastrophic failures. NDT prevents them. Non-Destructive Testing (NDT) isn’t optional, it’s the backbone of quality, safety, and compliance across industries. Every method is rooted in physics, optimized for specific flaw detection, and indispensable in high-stakes environments. 📌Core NDT Methods & Applications 1. Visual Testing (VT): First line of defense. Detects corrosion, misalignment, fatigue cracks. 2. Liquid Penetrant (PT): Capillary action reveals surface-breaking flaws in non-porous alloys common in aerospace & automotive. 3. Ultrasonic Testing (UT): Pulse-echo, TOFD, and Phased Array map internal discontinuities with sub-mm precision. Used for weld inspection, wall thickness measurement, and material characterization. 4. Magnetic Particle Testing (MT): Flux leakage highlights surface/near-surface cracks in ferromagnetic steels. Standard in casting and forging QA. 5. Radiographic Testing (RT): X-ray/Gamma detects porosity, inclusions, and voids in welds, pipelines, and composites. 6. Eddy Current (ET): Electromagnetic induction detects micro-cracks, coating thickness variations, and material conductivity, critical in tubing and aerospace maintenance. 📌Advanced NDT 1. Acoustic Emission (AE): Real-time crack initiation & propagation monitoring in pressure vessels and bridges. 2. Infrared Thermography (IR): Surface temperature mapping to reveal delaminations, voids, and electrical hot spots. 📌Why it Matters Aerospace: Early detection of fatigue cracks prevents mid-air structural failures. Oil & Gas: Pipeline integrity = environmental & human safety. Power Gen: Detecting erosion & stress cracks before turbine failure saves millions. Construction: Ensures bridges and concrete structures remain within safe stress limits. 📌 Conclusion: NDT isn’t inspection it’s failure prevention through physics. It ensures assets live their full design life without compromising safety or compliance. 💬 Your Turn If you had to pick just one NDT technique that your industry can’t live without 👉 Which one would it be, and why? Let me know in the comments. #ndt #nondestructivetesting #oilandgas #welding #corrosion #quality #mechanicalengineering #mechanicalengineer #chemicalengineer #engenharia #engineering #technology

  • View profile for Amir Sheikhi

    Associate Professor of Chemical Eng, Biomedical Eng, and Chemistry; Huck Early Career Chair in Biomaterials and Regenerative Engineering; MBA Candidate; Penn State University | Previously @ UCLA, Harvard, MIT, McGill

    32,743 followers

    Excited to share our latest work, "#Engineering the #Hierarchical #Porosity of #Granular #Hydrogel #Scaffolds using Porous #Microgels to Improve #Cell Recruitment and #Tissue Integration," published in Advanced Functional Materials! In this study, we tackled a key limitation of granular hydrogel scaffolds (GHS) — limited porosity due to spherical nonporous microgels — by introducing porous microgels fabricated through thermally induced polymer phase separation. This approach resulted in: i) Approximately 170% increase in void fraction compared with nonporous microgel-based GHS; (ii) Preservation of structural stability despite increased porosity; (iii) Significantly higher and more uniform cell infiltration in vitro and in vivo; (iv) Up to ~ 78% increase in cell infiltration in vivo. This work sets the foundation for developing next-generation granular biomaterials with hierarchical porosity, improved cell recruitment, and enhanced tissue integration — paving the way for faster and more effective tissue repair. A big thank you to my incredible team for their outstanding effort! 👉 Read the full paper here: https://lnkd.in/euJPcnQs #weare #pennstate #chemicalengineering #biomedicalengineering #chemistry #neurosurgery #BSMaL #Biomaterials #TissueEngineering #Hydrogels #RegenerativeMedicine #PorousMaterials

  • View profile for Nikhil Gangamkote

    Owner of Prime Toolings | Bullion Investor | Missile Propulsion Systems Engineer | Real Estate | combat sport athlete |

    23,372 followers

    Aerostructures for supersonic (Mach 1–5) and hypersonic (Mach 5+) vehicles differ significantly due to their operating conditions. Supersonic vehicles face moderate aerodynamic heating and drag in the lower atmosphere, requiring materials like aluminum alloys and titanium to balance strength and weight. Their designs prioritize efficient airflow management to reduce drag while maintaining structural integrity under moderate thermal stresses. In contrast, hypersonic vehicles encounter extreme aerodynamic heating, shock waves, and higher dynamic pressures. These conditions demand advanced materials like ceramics, carbon composites, and thermal protection systems to withstand intense heat and stresses. The design focuses on minimizing thermal loads and maintaining stability at high speeds, often requiring unique configurations to manage extreme flow interactions and structural loads. #aerospace #industry #engineering #defense #hypersonic #supersonic #tech

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