Ankit Raj, Ph.D
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Ankit Raj, Ph.D
@raj-ankit.bsky.social
Doing spectroscopy and programming. Post-doc researcher @ Gakushuin
Objective denoising and background correction unlock precise single-cell Raman maps, exposing minor peaks invisible in conventional analysis. [Published with cover art] @ACSPublications #MyACSCover
@RamanSpectroscopy @acs.org
doi.org/10.1021/acs....
November 19, 2025 at 3:34 PM
Reposted by Ankit Raj, Ph.D
November 18, 2025 at 5:41 PM
Objective denoising and background correction unlock precise single-cell Raman maps, exposing minor peaks invisible in conventional analysis. [Published with cover art] @ACSPublications #MyACSCover
@RamanSpectroscopy @acs.org
doi.org/10.1021/acs....
November 18, 2025 at 9:36 AM
Reposted by Ankit Raj, Ph.D
Celebrating Rosalyn Yalow on #WorldDiabetesDay.

Yalow, a physicist, co-invented a super-sensitive test (radioimmunoassay, or RIA) that uses tiny amounts of radioactive tags to detect exact levels of insulin in blood--& won the 1977 Nobel Prize in Physiology or Medicine for it. #WomenInSTEM
November 14, 2025 at 7:17 PM
🚀 Excited to share my VAMAS project, within TWA 42 – Raman Spectroscopy and Microscopy! Focussing on Raman intensity calibration, strengthening materials metrology and comparability across laboratories worldwide 🌍⚙️ #Raman #RamanSpectroscopy #calibration [https://www.vamas.org/twa42/index.html]
November 13, 2025 at 3:24 AM
Reposted by Ankit Raj, Ph.D
🔥New and HOT in Chemical Science!

"Aromaticity switching by quantum tunnelling" by Sindy Julieth Rodríguez-Sotelo and Sebastian Kozuch et al.

Read it for free here: doi.org/10.1039/D5SC...

Part of our 15th anniversary Community Collection!
Read the full collection here: rsc.li/chemsci-commu...
November 10, 2025 at 10:00 AM
Changing colors ! #autumn
November 9, 2025 at 10:59 AM
🧪How accurate is the harmonic approximation in Raman intensity calculations? Tested on 12 diatomics using exact anharmonic wavefunctions and distance-dependent polarizabilities. Errors go as high as 10% with F₂ showing the largest deviation.
#RamanSpectroscopy #ComputationalChemistry #Polarizability
Testing the limitations of harmonic approximation in the determination of Raman intensities
Raman intensities in molecular spectra are usually computed within double harmonic approximation. This procedure relies on treating a vibrating molecule as a collection of harmonic oscillators and ...
doi.org
November 8, 2025 at 2:49 AM
Reposted by Ankit Raj, Ph.D
The Hektoria Glacier on the Antarctic Peninsula retreated by at least 8 km in two months, a rate nearly 10 times faster than previously measured for a grounded glacier, according to a study in Nature Geoscience. go.nature.com/4nETBYJ ⚒️ 🧪
November 4, 2025 at 2:19 PM
By refining how we process Raman information, the study transforms every cell from a blur of chemistry into a clearly textured molecular landscape.

pubs.acs.org/doi/10.1021/...
Posthandling Spectral Information Enhancement for Single Cell Raman Molecular Mapping Analysis
Biochemical analysis of living systems such as single cells benefits greatly from the label-free and low-invasive molecular mapping with Raman microspectroscopy. Sets of Raman spectra at different spatial points are analyzed to generate Raman molecular maps corresponding to specific chemical species. However, human error and subjective data analysis can be technical issues that limit interpretation and its validity. Here, we present an objective data analysis scheme for postprocessing large data sets of Raman spectra for molecular mapping of living cells. The process comprises three steps: (i) Denoising the spectral data set using low-rank approximation; (ii) obtaining an objective background from data points outside the target cell; (iii) subtracting the thus obtained background using Hypothetical Addition Multivariate Analysis with Numerical Differentiation (HAMAND) via an automatically determined coefficient. Through the present analysis, minor Raman peaks, as indiscernible as they are, can be identified and precisely mapped. We demonstrate a quantitative discussion of cellular components after extracting contributions only from a single target cell from a Raman mapping image where multiple cells or parts of other cells are present. This work opens an improved analysis workflow for accurate spectroscopic analysis of living cells with the advantage of identifying minor Raman peaks unambiguously.
pubs.acs.org
October 29, 2025 at 9:00 AM
When the ‘harmonic’ in Raman modeling hits a sour note.

This study reveals that the widely used double harmonic approximation can misestimate Raman intensities by up to ~10%, even in diatomics due to neglected anharmonic effects. Your Raman intensities might be lying! doi.org/10.1080/0026...
Testing the limitations of harmonic approximation in the determination of Raman intensities
Raman intensities in molecular spectra are usually computed within double harmonic approximation. This procedure relies on treating a vibrating molecule as a collection of harmonic oscillators and ...
doi.org
October 17, 2025 at 12:26 AM
Reposted by Ankit Raj, Ph.D
🧬 New in Chemical Science:

A dual-logic NIR probe (MFB-βgal) enables precise in vivo imaging of senescent cells by combining β-gal activity with lysosomal alkalinization.

📸 Real-time, false-positive-free detection.

🔗Read for free, here: doi.org/10.1039/D5SC...
September 17, 2025 at 2:30 PM
Evening light !
March 15, 2025 at 1:43 AM
Trying to estimate temperature in nuclear reactor via spectroscopy of H2? Or studying refractive index of H2? Check out this program to obtain polarizability matrix elements of hydrogen molecule from UV to IR wavelengths.
github.com/ankit7540/H2.... For other uses of this dataset see comments.
GitHub - ankit7540/H2-PolarizabilityMatrixElements: Set of data on polarizability and a python program for the interpolation (of wavelength dependent polarizability) and computation of the matrix elem...
Set of data on polarizability and a python program for the interpolation (of wavelength dependent polarizability) and computation of the matrix elements(for rovibrational states) for molecular hydr...
github.com
March 9, 2025 at 9:33 AM
Proper intensity calibration is a rarely discussed aspect in Raman spectroscopy. Wonder why? Its complicated ! Depends on various factors. Checkout these works on intensity calibration using Raman bands themselves and to unprecedented accuracy! doi.org/10.1002/jrs.... and doi.org/10.1002/jrs....
Toward standardization of Raman spectroscopy: Accurate wavenumber and intensity calibration using rotational Raman spectra of H2, HD, D2, and vibration–rotation spectrum of O2
Wavenumber and intensity calibration of a Raman spectrometer is performed utilizing pure rotational Raman bands ((Δν = 0, ΔJ = ± 2)) of H2, HD, D2 and vibration-rotation Raman bands ((Δν = 1, ΔJ = ± ...
doi.org
February 19, 2025 at 1:56 AM
Reposted by Ankit Raj, Ph.D
NEW: 2024 has just been confirmed as the warmest year on record, and the first to breach the 1.5C threshold.

We used a ridgeline (Joy Division inspired) chart to visualise daily temperature anomalies since 1940.

2024 clearly stands out with 100% of its days above 1.3C and 75% above 1.5C.
January 10, 2025 at 8:04 AM
Wondering how a single water molecule interacts in an ocean of solvent molecules. Check out this work on hydrogen bonding of water with THF at ultra low concentrations, to observe individual molecular complexes in condensed phase! Using Raman Spectroscopy. doi.org/10.1002/jrs....
Raman spectra and structure of hydrogen‐bonded water oligomers in tetrahydrofuran–H2O binary solutions
Raman spectra of hydrogen-bonded water oligomers are resolved from concentration-dependent Raman spectra of tetrahydrofuran(THF)–water binary solutions with the use of multivariate curve resolution w....
doi.org
January 7, 2025 at 1:59 AM
Hydrogen is everywhere ! Most abundant molecule in the universe.
If you are studying it using experimental techniques such as Raman spectroscopy, check out this work on polarizability tensor of hydrogen and its rovibrational matrix elements. doi.org/10.1063/1.50...
Polarizability tensor invariants of H2, HD, and D2
We report an exhaustive compilation of wavelength-dependent matrix elements over the mean polarizability (α¯) and polarizability anisotropy (γ) operators for th
doi.org
January 3, 2025 at 1:53 AM
Happy new year to all :-)
December 31, 2024 at 10:11 AM
Winter colors ! Merry Christmas to all 😃
December 26, 2024 at 2:33 AM
Why Raman intensities cannot be easily predicted with sub 10% error within standard QM softwares and response theory ? Why do observations and DFT results mismatch ?

A critical analysis shows 5 to 10% error even for diatomics due to harmonic approximation ! Check : doi.org/10.1080/0026...
Testing the limitations of harmonic approximation in the determination of Raman intensities
Raman intensities in molecular spectra are usually computed within double harmonic approximation. This procedure relies on treating a vibrating molecule as a collection of harmonic oscillators and ...
doi.org
December 25, 2024 at 2:21 AM
Microelectronics and associated sensors can be effectively combined to monitor the environment around precision instruments. This gives a way to assess ambient parameters and their effect on instrument response. An example for Raman spectrometer is here ! doi.org/10.1002/jrs....
Evaluating stability of a Raman spectrometer for long‐time experiments
Temporal stability of the band positions and Raman intensities in series of spectra acquired over tens of hours was studied. The Raman spectrometer operated in a typical air-conditioned laboratory. S...
doi.org
December 23, 2024 at 8:49 AM
During graduate research, I developed procedures to automate data analysis workflows for vibrational spectroscopy, written for IgorPro. Check this github repo:

github.com/ankit7540/Ra...
GitHub - ankit7540/RamanSpec_BasicOperations: Procedures (for IgorPro) to perform operations needed in day to day analysis of spectroscopic data. For example, Raman or infrared spectra where the data ...
Procedures (for IgorPro) to perform operations needed in day to day analysis of spectroscopic data. For example, Raman or infrared spectra where the data is structured as array of 1-D or 2-D waves....
github.com
December 21, 2024 at 1:51 AM
Checkout my personal blog on Raman spectroscopy and associated research!

qnta.space
Notes on science : Ankit RajContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode
Technical notes on spectroscopy and data analysis by Ankit Raj
qnta.space
December 21, 2024 at 1:45 AM