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TCS Research @TCSResearch

Inventing for Impact.

Joined September 2020
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TCS Research
@TCSResearch
9 Feb 2023
We believe that great #inventions make real-world #impact.​ This #InventorsDay, know more about how TCS Research powers the world with inspiration and invention -bit.ly/3YuXjsx @TCS​ #TCSResearch #InventingForImpact #Research
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Innovation isn’t a moment. It’s a pattern. We’re proud to win once again at the Clarivate's South Asia Innovation Awards 2026 in the Information Technology category, continuing a journey shaped by our leadership in high‑impact innovation and intellectual property. Recognised among South Asia’s leading innovators, we’re pleased to be acknowledged for the breadth of our patent portfolio and the impact of the ideas driving it. Read more: clarivate.com/news/clarivate… @TCS #Research #Inventingforimpact #Clarivate #SAIA2026 #PatentInnovation
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How do you spot a flood when it’s middle of the night or hidden under thick clouds? Our researchers have found a way to always stay a step ahead of the calamities. Scroll to know more.
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Why does this matter? Precision. By requiring our texture-expert and AI to agree, we’ve achieved a state-of-the-art accuracy in detecting feature such as flood damage or urban growth, and construction It’s faster, more reliable, and works 24/7, regardless of weather conditions and visibility.
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Our researchers presented this pioneering work at SPIE 2025. We are turning complex sensor data to build a more resilient world. Read the full paper here: spiedigitallibrary.org/confe… #Research #DeepLearning #FloodMonitoring

ReFUjetNet: a deep learning framework for optical and SAR change detection utilizing a remote-sen...

Change detection (CD) is a key area in remote sensing, with cross-domain change-detection (CDCD) between optical and SAR imagery gaining attention. However, CDCD is challenging due to the distinct mod

spiedigitallibrary.org
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Can social media help diagnose mental health? TCS Research introduces MHINDR, an LLM-based framework that maps online posts to DSM-5 criteria. It tracks symptom progression over time to suggest personalised therapies like CBT for more proactive care. Read the publication here: arxiv.org/abs/2509.25992 #Research #Inventingforimpact #HealthTech #MHINDR
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The results:​ • More than 94% corrosion inhibition in 1M HCl​ • Achieved at just 1 millimolar concentration​ • Stronger surface binding than conventional inhibitors​ • Forms a dense, impermeable film on iron and steel​.
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Why this matters:​ - Reduced chemical consumption​ - Lower maintenance and downtime​ - Longer asset life in harsh environments​ - Faster R&D via simulation-first design​ Not incremental improvement, but protection engineered at the molecular scale.​ Check out the patent to know more: patentscope.wipo.int/search/… #Research #Inventingforimpact #Corrosion #Patent

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Corrosion in acidic environments has always meant high costs and heavy chemical use. Our patent aims to change that.​ Most inhibitors either need heavy dosing or fail at higher temperatures. So, we asked: what if we designed the molecule smarter from the start?
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Instead of trial-and-error chemistry, we used computational molecular screening (Density functional theory-based simulations) to evaluate several organic molecules digitally.​ We looked for two key things:​ Strong atomic-level binding and excellent coverage.​ One molecule stood out, Naphthalene-1-thiocarboxamide.
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Accessibility shouldn't be an afterthought. Our researchers propose Al-driven interfaces that can embed it into design from the start, making digital experiences accessible, intuitive, and more inclusive for millions. Read more: tcs.com/insights/blogs/ai-me… #Research #Inventingforimpact #DigitalAccessibility #Inclusivedesign
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Can "perfect" math make a robot walk better?   You'd think forcing a humanoid to be perfectly symmetrical would give the best result. But our research on the Unitree H1 found a twist:  Symmetry-encoded AI = Faster early learning.   Standard reinforcement learning = Much smoother, "human-like" movement.  It turns out that biological "imperfection" is the key to true realism.   Read the full paper here: ieeexplore.ieee.org/document… #Research #AIResearch #AutonomousSystems

Encoding Symmetries of Humanoid Robots using Equivariant Neural Networks in Reinforcement Learning...

Humanoid robots are increasingly being deployed in industrial scenarios. However, creating controllers for their locomotion remains challenging, especially in unstructured environments. In this work,...

ieeexplore.ieee.org
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Standard microbiome tech can’t tell if detected bacteria are alive or growing. Our researchers patented a low-cost duplex amplicon-seq method that, from one sample, reveals who’s there and their growth rates with implications in infection diagnostics and bacterial surveillance. Know more in the #patent: patents.google.com/patent/EP… @TCS #Research #Inventingforimpact #Sustinability

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Through our COIN collaboration with #lITDelhi, we are advancing Edge Al with energy efficient In Memory Computing, spanning SRAM IMC, RAM pathways and real time network intrusion detection. #Research #COIN #EdgeAl #NeuromorphicComputing #AlHardware
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Soil salinity is a silent threat.
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Our latest research overcomes the limitations of traditional testing by combining multi-sensor satellite data (Sentinel & MODIS) with ML models (Random Forest & XBoost) to map salinity at scale. Read more: doi.org/10.1117/12.3069645 #Research #Inventingforimpact #Remotesensing
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You cannot test the correctness of AI using AI. A simple line, but one that sparked several thoughtful conversations while hosting students from @iitbombay at our Tata Research Development and Design Centre (TRDDC) Pune. The visit went beyond demonstrations, opening up rich conversations on agentic AI, statistical thinking, sustainability, mobility, and how applied research shows up in the real world. What stood out most was not just the technology, but the learning that emerged through dialogue, where human judgement, curiosity, and intelligent systems came together to unpack complex problems. Engaging with such sharp, inquisitive young minds was energising and reaffirms why creating spaces for exposure, discussion, and shared learning with the next generation of innovators truly matters. Learn more about what we do- bit.ly/3V5ID2U #Research #Inventingforimpact #IITBombay #ResearchandInnovation
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At SPIE Sensors, Systems, and Next-Gen Satellites XXIX, our researchers presented a CMOS push broom FPA with selective long-wave infrared (LWIR) hyperspectral sensing for satellites — enabling lighter payloads and faster anomaly detection. Read more- bit.ly/3PxzMYo #Research #HyperspectralImaging #Satellites
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Is there a smarter way to review complicated contracts?​ Manually reviewing software contracts takes hours. Our new LLM driven framework solves this by extracting stakeholder-specific insights from complex clauses in under a second.​ Read the paper and know more: bit.ly/4fuWFGx #Research #Inventingforimpact #SoftwareContracts #Publication
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