SlideShare uma empresa Scribd logo
1 de 64
Baixar para ler offline
Spectroscopy
XRD
(X-Ray Diffraction on powders)
Dr. Chris
UP, Feb. 2016
Energy regions of electromagnetic
waves
Different principles
(1) Energy absorption
E1 and E2 are different states of a molecule:
 Vibrational states -> IR spectroscopy
 Nuclear spin states -> NMR spectroscopy
 electronic states -> UV/VIS spectroscopy
(2) Energy emission
Raman (infrared)
Fluorescence (uv)
(3) XRD “spectroscopy”
Different principle: reflection of X-Rays on a sample
Generation of X-Rays
The target metal
defines the energy of
the x-rays
Excitation of INNER electrons, falling back emits X-Rays
Typical metals are Mo (λ = 0.07 nm) and Cu (λ = 0.154 nm)
XRD Principle
Different planes in a crystal give different signals =
positive interference of waves
Why 2 ϴ ?
The Bragg diffraction condition contains only one
factor of θ: 2dsinθ=nλ
It should be noted that θ refers to the incidence angle
of the x-ray beam, and the beam is actually deflected
by an angle of 2θ, as illustrated in the image below:
Bragg’s Law
PLANES IN CRYSTALS
MILLER INDICES
Crystal lattices – 3 cubic structures
NaCl type
Movie clip:
youtube.com/watch?v=pMTA_wiY784
Indices h k l
http://slideplayer.org/slide/792387/#
Identify crystal layers
Miller indices h k l
http://www.iue.tuwien.ac.at/phd/dhar/node17.html
Practice Miller layers
½  2
Negative indices
Examples
Miller Indices Example
http://www.wolframalpha.com/widget/widgetPopup.jsp?p
=v&id=cc011df99e5873930ccb659743a221b&title=Calculat
e%20Miller%20Indices%20for%20Planes&theme=purple&i
0=1&i1=2&i2=0&podSelect=&showAssumptions=1&show
Warnings=1
Cubic structure – interplanar distances
Calculate plane distances
Examples
Examples
http://www.slideshare.net/meonly21Icandependonh
imallmylifeAA/xrd-lecture-1
What is the unit cell dimension a of NaCl ?
Use plane 111 with 2x theta = 27 deg
and λ = 1.54 nm (Cu-Kα)
Which plane will give a signal at
2x theta = 46 deg when the cubic constant
a = 0.5 nm and λ = 1.54 nm ?
X-rays with wavelength 1.54 Å are “reflected” from the
(1 1 0) planes of a cubic crystal with unit cell a = 6 Å.
Calculate the Bragg angle, ϴ, for orders of reflection, n =
1-5.
Use Braggs Law to calculate possible values for ϴ :
Solution:
Indexing Example
constant
Find out which hkl combinations using in this
formula will give a constant value.
ESTIMATED PARTICLE SIZES
http://mahendrakoppolu.blogspot.com/2013/07
/online-crystallite-size-calculator.html
AG NANOPARTICLES
From jcpds database
http://comptech.compres.us/tools/jcpds/
In Angstrom =
10 x nm
VERSION: 4
COMMENT: Silver (04-0783, shock wave)
K0: 120.800
K0P: 4.84000
SYMMETRY: CUBIC
A: 4.08620
ALPHAT: 0.000000
DIHKL: 2.3590 100. 1.00 1.00 1.00
DIHKL: 2.0440 52. 2.00 0.00 0.00
DIHKL: 1.4450 32. 2.00 2.00 0.00
DIHKL: 1.2310 36. 3.00 1.00 1.00
DIHKL: 1.1760 12. 2.00 2.00 2.00
DIHKL: 1.0215 6. 4.00 0.00 0.00
DIHKL: 0.9375 23. 3.00 3.00 1.00
DIHKL: 0.9137 22. 4.00 2.00 0.00
DIHKL: 0.8341 23. 4.00 2.00 2.00
Ag Nanoparticles XRD
http://www.azonano.com/article.aspx?ArticleID=2318#5
Particle size estimation
Debye-Scherrer Formula:
λ = 0.154 nm , W = width at half maximum = 0.011 rad,
Theta = 45 deg
Plane distance
http://pubs.rsc.org/en/content/articlehtml/2013/ce/c3ce40497h
a = b = c = 0.4081 nm
 Distance between 111 planes
 between 100 planes
GRAPHITE AND GRAPHENE OXIDE
(GO)
JCPDS DatabaseVERSION: 4
COMMENT: Graphite
K0: 100.000
K0P: 4.00000
SYMMETRY: HEXAGONAL
A: 2.456
C: 6.696
VOLUME: 34.9786
ALPHAT: 00.00E0
DIHKL: 3.3480 100. 0 0 2
DIHKL: 2.1270 3. 1 0 0
DIHKL: 2.0271 17. 1 0 1
DIHKL: 1.7953 3. 1 0 2
DIHKL: 1.6740 7. 0 0 4
DIHKL: 1.5398 5. 1 0 3
DIHKL: 1.2280 2. 1 1 0
DIHKL: 1.1529 3. 1 1 2
DIHKL: 1.1333 2. 1 0 5
DIHKL: 1.1160 2. 0 0 6
It needs 4 indices to
describe the planes in
hexagonal structure
Indices for HCP structures
http://www.materials.ac.uk/elearning/matter
/crystallography/indexingdirectionsandplanes
/indexing-of-hexagonal-systems.html
https://www.youtube.com/watch?v=vK913oWl_XI
Graphite and Graphene Oxide
http://www.rsc.org/suppdata/cc/c
0/c0cc01259a/c0cc01259a.pdf
Graphite structure
http://bgcryst.com/symp14/papers/291_Shalaby_
BCC_47-1_2015.pdf
Reduced GO: 2θ = 26.29 degree
With λ = 0.154 nm the distance between the planes:
The close d-spacing of RGO to pristine graphite and
disappearance of peak at 2θ = 12.43 degree indicate
that the oxygen containing group of graphite oxide
have been efficiently removed
From: Nanomaterials 2015, 5, 826-834
Graphene Oxide Synthesis from Agro Waste
The peak at 2θ = 11.6° indicates an interlayer distance
of 0.79 nm  fully oxidized graphite sheets
FT-IR spectrum of GO
In the IR spectrum typical peaks of functional groups
can be identified:
Around 3500 cm-1: O-H stretching
1700 cm-1: typical for C=O stretching
1600 cm-1: C-C vibrations of graphite
1210 cm-1: C-OH stretching
From: Chem. Commun., 2011,47, 12370-12372
One-pot reduction of graphene oxide at subzero
temperatures
From: J. Chil. Chem. Soc. vol.58 no.4 Concepción dic. 2013
http://dx.doi.org/10.4067/S0717-97072013000400067
GREEN SYNTHESIS AND CHARACTERIZATION OF
GRAPHITE OXIDE BY ORTHOGONAL EXPERIMENT
Different
oxidation
parameters for
graphite
From: SENSORS AND ACTUATORS B CHEMICAL
199:190–200 · AUGUST 2014
ZINC OXIDE NANOPARTICLES
Hexagonal Closest Packing
Zinc oxide XRD – Wurzite Structure
http://www.hindawi.com/journals/isrn/2012/372505/
Estimate particle sizes
Nanoscience and Nanotechnology 2015, 5(1): 1-6
Synthesis of Zinc Oxide Nanoparticles via Sol – Gel
Route and Their Characterization
Hope this was helpful !
Please follow Ajarn Chris on Facebook

Mais conteúdo relacionado

Mais procurados

Raman spectroscopy
Raman spectroscopyRaman spectroscopy
Raman spectroscopy
ajamilan12
 

Mais procurados (20)

Optical band gap measurement by diffuse reflectance spectroscopy (drs)
Optical band gap measurement by diffuse reflectance spectroscopy (drs)Optical band gap measurement by diffuse reflectance spectroscopy (drs)
Optical band gap measurement by diffuse reflectance spectroscopy (drs)
 
Density functional theory
Density functional theoryDensity functional theory
Density functional theory
 
Raman spectroscopy by nitish kumar
Raman spectroscopy by nitish kumarRaman spectroscopy by nitish kumar
Raman spectroscopy by nitish kumar
 
X ray Photoelectron Spectroscopy (XPS)
X ray Photoelectron Spectroscopy (XPS)X ray Photoelectron Spectroscopy (XPS)
X ray Photoelectron Spectroscopy (XPS)
 
Raman spectroscopy
Raman spectroscopyRaman spectroscopy
Raman spectroscopy
 
VSM and magnetic hysteresis loop.
VSM and magnetic hysteresis loop.VSM and magnetic hysteresis loop.
VSM and magnetic hysteresis loop.
 
Photolumimiscence spectroscopy
Photolumimiscence spectroscopyPhotolumimiscence spectroscopy
Photolumimiscence spectroscopy
 
Raman spectroscopy
Raman spectroscopyRaman spectroscopy
Raman spectroscopy
 
Photo luminescence
Photo luminescence Photo luminescence
Photo luminescence
 
X ray photoelectron spectroscopy
X ray photoelectron spectroscopyX ray photoelectron spectroscopy
X ray photoelectron spectroscopy
 
Photo luminescence
Photo luminescencePhoto luminescence
Photo luminescence
 
Raman spectroscopy
Raman spectroscopyRaman spectroscopy
Raman spectroscopy
 
Photoacoustic Spectroscopy
Photoacoustic SpectroscopyPhotoacoustic Spectroscopy
Photoacoustic Spectroscopy
 
Laser induced breakdown spectroscopy
Laser  induced breakdown spectroscopyLaser  induced breakdown spectroscopy
Laser induced breakdown spectroscopy
 
Raman spectroscopy
Raman spectroscopyRaman spectroscopy
Raman spectroscopy
 
Mossbauer spectroscopy
Mossbauer spectroscopyMossbauer spectroscopy
Mossbauer spectroscopy
 
Crystal sizeanalysis
Crystal sizeanalysisCrystal sizeanalysis
Crystal sizeanalysis
 
Coherent Anti Stokes Raman Spectroscopy
Coherent Anti Stokes Raman Spectroscopy Coherent Anti Stokes Raman Spectroscopy
Coherent Anti Stokes Raman Spectroscopy
 
X-Ray Crystallography and Derivation of Braggs's law
X-Ray Crystallography and Derivation of Braggs's lawX-Ray Crystallography and Derivation of Braggs's law
X-Ray Crystallography and Derivation of Braggs's law
 
Photocatalysis
Photocatalysis Photocatalysis
Photocatalysis
 

Destaque (8)

PPT SIDANG alvis
PPT SIDANG alvisPPT SIDANG alvis
PPT SIDANG alvis
 
Basics of-xrd
Basics of-xrdBasics of-xrd
Basics of-xrd
 
X-ray diffraction technique (xrd)
X-ray diffraction technique  (xrd)X-ray diffraction technique  (xrd)
X-ray diffraction technique (xrd)
 
x-ray-diffraction-technique
x-ray-diffraction-techniquex-ray-diffraction-technique
x-ray-diffraction-technique
 
X Ray Diffraction Spectroscopy
X Ray Diffraction SpectroscopyX Ray Diffraction Spectroscopy
X Ray Diffraction Spectroscopy
 
X ray diffraction
X ray diffractionX ray diffraction
X ray diffraction
 
Scanning electron microscopy
Scanning electron microscopyScanning electron microscopy
Scanning electron microscopy
 
X ray diffraction
X ray diffractionX ray diffraction
X ray diffraction
 

Semelhante a Spectroscopy XRD

XRD-calculations and characterization.pdf
XRD-calculations and characterization.pdfXRD-calculations and characterization.pdf
XRD-calculations and characterization.pdf
EmadElsehly
 
Photonic not and_nor_gates_based_on_a_si
Photonic not and_nor_gates_based_on_a_siPhotonic not and_nor_gates_based_on_a_si
Photonic not and_nor_gates_based_on_a_si
Tamer Saleh
 
How to Leverage Artificial Intelligence to Accelerate Data Collection and Ana...
How to Leverage Artificial Intelligence to Accelerate Data Collection and Ana...How to Leverage Artificial Intelligence to Accelerate Data Collection and Ana...
How to Leverage Artificial Intelligence to Accelerate Data Collection and Ana...
aimsnist
 

Semelhante a Spectroscopy XRD (20)

XRD_AG NPG.ppt
XRD_AG NPG.pptXRD_AG NPG.ppt
XRD_AG NPG.ppt
 
XRD_AG NPG.ppt
XRD_AG NPG.pptXRD_AG NPG.ppt
XRD_AG NPG.ppt
 
Small-angle X-ray Diffraction
Small-angle X-ray Diffraction Small-angle X-ray Diffraction
Small-angle X-ray Diffraction
 
X ray diffraction or braggs diffraction or
X ray diffraction or braggs diffraction orX ray diffraction or braggs diffraction or
X ray diffraction or braggs diffraction or
 
XRD-calculations and characterization.pdf
XRD-calculations and characterization.pdfXRD-calculations and characterization.pdf
XRD-calculations and characterization.pdf
 
X RAY Aditya sharma
X RAY Aditya sharmaX RAY Aditya sharma
X RAY Aditya sharma
 
Optical Absoprtion of Thin Film Semiconductors
Optical Absoprtion of Thin Film SemiconductorsOptical Absoprtion of Thin Film Semiconductors
Optical Absoprtion of Thin Film Semiconductors
 
Srsc 04 lecture 2 source based radiometry
Srsc 04 lecture 2 source based radiometrySrsc 04 lecture 2 source based radiometry
Srsc 04 lecture 2 source based radiometry
 
Photonic not and_nor_gates_based_on_a_si
Photonic not and_nor_gates_based_on_a_siPhotonic not and_nor_gates_based_on_a_si
Photonic not and_nor_gates_based_on_a_si
 
Ultrafast response of metal-semiconductor hybrid.pptx
Ultrafast response of metal-semiconductor hybrid.pptxUltrafast response of metal-semiconductor hybrid.pptx
Ultrafast response of metal-semiconductor hybrid.pptx
 
X-ray diffraction analysis for material Characterization
X-ray diffraction analysis for material CharacterizationX-ray diffraction analysis for material Characterization
X-ray diffraction analysis for material Characterization
 
How to Leverage Artificial Intelligence to Accelerate Data Collection and Ana...
How to Leverage Artificial Intelligence to Accelerate Data Collection and Ana...How to Leverage Artificial Intelligence to Accelerate Data Collection and Ana...
How to Leverage Artificial Intelligence to Accelerate Data Collection and Ana...
 
Metal ion burst: Examining metal ion diffusion using ultrafast fluorescence s...
Metal ion burst: Examining metal ion diffusion using ultrafast fluorescence s...Metal ion burst: Examining metal ion diffusion using ultrafast fluorescence s...
Metal ion burst: Examining metal ion diffusion using ultrafast fluorescence s...
 
1.crystal structure using x – ray diffraction
1.crystal structure using  x – ray diffraction1.crystal structure using  x – ray diffraction
1.crystal structure using x – ray diffraction
 
Hari talk sdmc_puri_final
Hari talk sdmc_puri_finalHari talk sdmc_puri_final
Hari talk sdmc_puri_final
 
XRD Proposal
XRD ProposalXRD Proposal
XRD Proposal
 
2013-June: Physics Streme Question Papers
2013-June: Physics Streme Question Papers2013-June: Physics Streme Question Papers
2013-June: Physics Streme Question Papers
 
1st semester Physics stream (2013-June) Question Papers
1st semester Physics stream (2013-June) Question Papers 1st semester Physics stream (2013-June) Question Papers
1st semester Physics stream (2013-June) Question Papers
 
Xrd presentation
Xrd presentationXrd presentation
Xrd presentation
 
Visible and near-infrared emission properties of melt-grown Dy doped CsPbCl3 ...
Visible and near-infrared emission properties of melt-grown Dy doped CsPbCl3 ...Visible and near-infrared emission properties of melt-grown Dy doped CsPbCl3 ...
Visible and near-infrared emission properties of melt-grown Dy doped CsPbCl3 ...
 

Mais de Chris Sonntag

Mais de Chris Sonntag (20)

NMR Questions and Answers
NMR Questions and AnswersNMR Questions and Answers
NMR Questions and Answers
 
Nmr inorganic chemistry 2019 compact
Nmr inorganic chemistry 2019 compactNmr inorganic chemistry 2019 compact
Nmr inorganic chemistry 2019 compact
 
Raman spectroscopy compact
Raman spectroscopy compactRaman spectroscopy compact
Raman spectroscopy compact
 
Spectroscopic methods in inorganic chemistry 2019 IR
Spectroscopic methods in inorganic chemistry 2019 IRSpectroscopic methods in inorganic chemistry 2019 IR
Spectroscopic methods in inorganic chemistry 2019 IR
 
Uv spectroscopy 2019 part 2 compact
Uv spectroscopy 2019 part 2 compactUv spectroscopy 2019 part 2 compact
Uv spectroscopy 2019 part 2 compact
 
Inorganic spectroscopy 2019 part 1 compact
Inorganic spectroscopy 2019 part 1 compactInorganic spectroscopy 2019 part 1 compact
Inorganic spectroscopy 2019 part 1 compact
 
Transition Metal Electronic Spectra
Transition Metal Electronic SpectraTransition Metal Electronic Spectra
Transition Metal Electronic Spectra
 
Electronic spectra
Electronic spectraElectronic spectra
Electronic spectra
 
Inorganic materials 2019
Inorganic materials 2019Inorganic materials 2019
Inorganic materials 2019
 
Infos from Dr.Chris, UP: Terminology Lesson 2
Infos from Dr.Chris, UP: Terminology Lesson 2 Infos from Dr.Chris, UP: Terminology Lesson 2
Infos from Dr.Chris, UP: Terminology Lesson 2
 
Chemical Terminology: Lesson 1 elements and reactions
Chemical Terminology: Lesson 1 elements and reactionsChemical Terminology: Lesson 1 elements and reactions
Chemical Terminology: Lesson 1 elements and reactions
 
NMR inorganic chemistry 2018
NMR inorganic chemistry 2018NMR inorganic chemistry 2018
NMR inorganic chemistry 2018
 
NMR inorganic chemistry 2018
NMR inorganic chemistry 2018NMR inorganic chemistry 2018
NMR inorganic chemistry 2018
 
Spectroscopic methods IR part 1
Spectroscopic methods IR part 1Spectroscopic methods IR part 1
Spectroscopic methods IR part 1
 
Spectroscopic methods IR part 2
Spectroscopic methods IR part 2Spectroscopic methods IR part 2
Spectroscopic methods IR part 2
 
Spectroscopic method uv part 2 organic mol and np
Spectroscopic method uv part 2  organic mol and npSpectroscopic method uv part 2  organic mol and np
Spectroscopic method uv part 2 organic mol and np
 
Spectroscopic methods 2018 Part 1 uv vis TM complexes
Spectroscopic methods 2018 Part 1 uv vis TM complexesSpectroscopic methods 2018 Part 1 uv vis TM complexes
Spectroscopic methods 2018 Part 1 uv vis TM complexes
 
Catalysis and nanoparticles part 2/2
Catalysis and nanoparticles part 2/2Catalysis and nanoparticles part 2/2
Catalysis and nanoparticles part 2/2
 
Inorganic materials Part 2/2
Inorganic materials Part 2/2Inorganic materials Part 2/2
Inorganic materials Part 2/2
 
Catalysis and nanoparticles part 1
Catalysis and nanoparticles part 1Catalysis and nanoparticles part 1
Catalysis and nanoparticles part 1
 

Último

Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 

Último (20)

psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
Dyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptxDyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptx
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
Spatium Project Simulation student brief
Spatium Project Simulation student briefSpatium Project Simulation student brief
Spatium Project Simulation student brief
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 

Spectroscopy XRD