Table 1 Summary of cascade simulations using molecular dynamics across different materials relevant to the TPBAR and some other nuclear materials of interest

From: A review of displacement cascade simulations using molecular dynamics emphasizing interatomic potentials for TPBAR components

Reference

Material

PKA characteristics

Simulation box size

Time of simul-ation

Potential used

Key analysis

Zircaloy-4 liner and getter related

 Di et al.156

α-Zr under -1 to +1% tensile strain

10 KeV PKA

250,800 atoms/ 18 nm \(\times\) 18 nm \(\times\) 18 nm

40 ps

Mendelev’s EAM157 with Ziegler-Biersack-Littmark (ZBL)

Defect cluster analysis, Strain effects

 Zhou et al.21

HCP - Zr

1 to 80 keV

69.8 nm \(\times\) 70.5 nm \(\times\) 68.5 nm (1.43 million atoms)

35 ps

Mendelev’s EAM157 with ZBL

Defect evolution and cluster analysis

 Wooding et al.163

α-Zr

Up to 20 keV

72 \({a}_{0}\) \(\times\) 41\(\sqrt{3}\) \({a}_{0}\) \(\times\) 35 \({c}_{0}\) 532, 360 atoms

20 ps

many-body functions of the Finnis–Sinclair type by Ackland et al.164

Defect evolution and cluster analysis, power-law dependence of Frenkel pairs

 Wang et al.165

Hcp - Zr

Up to 30 keV

256 × 255 × 408 (Å)

25 ps

Mendelev’s EAM157 with ZBL

Dislocation analysis, nanocrack healing due to cascades

 Khiara et al.166

α-Zr

20 keV

112 \({a}_{0}\) \(\times\) 48\(\sqrt{3}\) \({a}_{0}\) \(\times\) 64 \({c}_{0}\), 1,376,400 atoms

100 ps

Mendelev’s EAM157 with ZBL

Dislocation unpinning due to cascades, cascades radius calculations

 Kim et al.167

α-Zr

20 keV

348,192 atoms

20 ps

Mendelev’s EAM157 with ZBL

Effect of hydrostatic strain states on defect evolution and clusters

 Jin et al.168

α-Zr

6 keV

84.5 × 195.2 × 92.6 (Å)

30 ps

Mendelev’s EAM157 with ZBL

Effect of [0001] symmetric tilt grain boundaries on annihilation of defects

 Tian-Yu et al.169

α-Zr

1 keV

50 × 40 × 20 cells, 160,000 atoms

-

Mendelev’s EAM157 with ZBL

Analysis of sputtered atoms, surface vacancies and adatoms due to near-surface cascades

 Wang et al.170

HCP Zr and ZrCu interface

40 keV

20 × 20 × 30 nm

200 ps

EAM by Mendelev171

Effect of Zr2Cu precipitate in Zr matrix, defect distribution around precipitate boundary

 Tikhonchev et al.172

BCC Nb-5-25%Zr in HCP Zr matrix

20 keV

200 × 200 × 200 (Å), 323,000

20 ps

Semiempirical n-body potential by Lin et al.173

Distribution of defects in Zr matrix versus in the Nb-Zr precipitate, role of interphase boundary

 Wang et al.174

HCP Zr

10 keV

339.5 × 326.9 × 398.7 (Å), 1,905,120 atoms

60 ps

EAM by Mendelev171 with ZBL

Role of \(\left\{10\bar{1}1\right\}\) and \(\left\{10\bar{1}2\right\}\) twin boundaries in interstitial absorption and localized deformation

 March-Rico et al.175

α-Zr

Up to 15 keV

35.4 × 35.7 × 27.8 nm, 1,515,874 atoms

100 ps

BIMD 19 EAM by Wimmer et al.176

Interaction of cascades with δ-hydrides

 Tian et al.177

HCP Zr

50 keV

144 \({a}_{0}\) \(\times\) 84 \({b}_{0}\) \(\times\) 88 \({c}_{0}\)

27 ps

EAM by Mendelev171 with ZBL

mechanism of basal vacancy cluster formation due to local strain during irradiation

Ni related

 Voskoboinikov et al.23

Pure Ni

5–20 keV

2 million atoms

20 ps

EAM potential178 with ZBL

Defect analysis, variable timestep analysis and temperature effects

 Fullarton et al.179

Pure Ni

1–10 keV

40 a × 40 a × 40 a, a = 3.52 Å

30 ps

EAM potential by Mishin180 re-parameterized by Stoller181

Defect formation and clustering near-surface and in bulk

 Voskoboinikov et al.182

Pure Ni

20 keV

2,002,536 atoms

100 ps

EAM potential by Mishin et al.178

Comparison of defect evolution due to surface cascades versus bulk

 Zarkadoula et al.27

Pure Ni

150 keV

600 × 600 × 600 (Å), 20 million atoms

70 ps

embedded-atom (EAM) potential by Bonny et al.141 for Ni-Fe-Cr alloys

effects of the e-ph coupling strength and the electronic thermal conductivity on Ni cascades

 Chen et al.183

Pure Ni

Up to 30 keV

445.6 × 299 × 293.5 (Å), 3,573,000 atoms

25 ps

EAM by Mishin et al.178 with ZBL

Effect of cascades on closure of nano-cracks

 Huang et al.184

Ni-graphene nanocomposite

Up to 10 keV

124.6 × 129.5 × 174.5 (Å), 285,000 atoms

23 ps

EAM potential by Bonny et al.141 for Ni-Ni, AIREBO by Stuart for C-C185 and Lennard-Jones for C-Ni186

High sink efficiency of Ni-graphene interface for irradiation defects annealing

 Do et al.22

CoCrFeMnNi HEA, Pure Ni, Pure Fe

10 keV

50 a\(\times\) 50 a \(\times\) 50 a, 500,000 atoms

5000 ps

modified embedded atom method (MEAM) potential187

Defect evolution and distribution, dislocation extraction analysis

 Beland et al.19

Ni, NiFe and NiCo alloys

Upto 40 keV

2 million

35 ps

EAM potential by Bonny141 and Mishin180 with ZBL

Defect analysis and potential comparison

 Crocombette et al.188

Ni3Al and UO2

580 keV

–

100 ps

Buckingham for UO2134, EAM for Ni3Al189 with ZBL

Cell molecular dynamics for cascades

 Deluigi et al.20

FeNiCrCoCu HEA, pure Ni and pure W.

40 keV

1 million atoms

100 ps

EAM potentials190 with ZBL

Defect analysis and effect of PKA type

Lithium aluminate pellet related

 Roy et al.13

LiAlO2 and LiAl5O8

5–15 keV

21 a × 21 a × 21 a, 225,000 atoms

20 ps

Buckingham core-shell150,152 model with ZBL

Defect analysis, cation exchange analysis, core-shell model analysis

Cladding 316 Stainless steel related

 Collette et al.142

Fe-10Ni-20Cr

(SS 316 L)

5–15 keV

100a\(\times\) 80\(a\times\) 160a, a = 3.59 Å, 7,680,000 atoms

100 ps

Finnis-Sinclair embedded atom model

(EAM) developed

by Bonny et al.141

Effect of dislocations on defect evolution during cascades, defect cluster analysis

 Tikhonchev et al.191

Fe–9 at.%Cr binary alloy

20 keV

19 nm \(\times\) 19 nm \(\times\) 19 nm

25 ps

concentration dependent N-body potential192

Defect analysis, characteristic of Cr rich clusters

 Kedharnath et al.193

\(\alpha\)-Fe

3 keV

30 nm \(\times\) 30 nm \(\times\) 14 nm (2 million atoms)

150 ps

EAM potential by Mendelev et al.194

Grain boundary interaction with cascades, effect of radiation on tensile properties

 Peng et al.195

Bcc iron

Up to 200 keV

480 a\(\times\) 480 a \(\times\) 480 a, 137.8 nm side length cube, 221 million atoms

40 ps

EAM potential by Bonny et al.196 with ZBL

Punch out mechanism and formation of both

interstitial and vacancy dislocation loops

 Lin et al.197

F321 austenitic steel represented by Fe-Ni-Cr

Up to 100 keV

25 nm \(\times\) 25 nm \(\times\) 25 nm

150 ps

EAM potential by ref. 20 with ZBL

Defect evolution with dislocation loops analysis

 Juslin and Nordlund198

He in Ferritic/ martensitic steel represented by Fe90Cr10

5 keV

42 a\(\times\) 42 a \(\times\) 42 a, 148,176 atoms

25 ps

Fe-Cr by Olsson et al.199, Fe-He by Juslin200, Cr-He by Terentyev201

Impact of He atoms in reducing the recombination in FeCr

 Henriksson et al.202

Fe3C and Cr23C6 in Ferritic steel (Fe-Cr-C)

1 keV

158,000 atoms

50 ps

Many body potential for Fe-Cr-C system by Henriksson et al.203

Increase in damage when recoil is initiated inside Fe3C or Cr23C6 particles in ferrite

 Gang et al.204

Ferritic/ martensitic steel Fe90%-Cr10%

15 keV

500,000 atoms

20 ps

Fe-Cr by Olsson et al.199

Defect evolution and clustering, Fe-Cr dumbbell formation

Other materials of interest in the field of nuclear materials

 Jay et al.31

Si in diamond-like crystals

Upto 100 KeV PKA

1 million atoms

1000 ps

Stillinger Weber205

Two temperature model for electronic stopping, Defect clustering

 Borodin et al.30

Si

Upto 5 keV

20 nm \(\times\) 20 nm \(\times\) 20 nm

5500 ps

Tersoff206 with ZBL

Defect analysis

 Delaye et al.207

SiO2–B2O3–Na2O glass

0.6 KeV

8000 atoms

–

Born–Mayer–Huggins potentials205,208 with ZBL

Evolution of bond angle, densification

 Samolyuk et al.32

Cubic phase of SiC(3C-SiC)

Up to 50 keV

150 a\(\times\) 150 a \(\times\) 150 a, 22 million atoms

20 ps

Tersoff potential206 and Gao-Weber209 potential with ZBL

comparison of radiation damage using the two potentials

 Balboa et al.210

(U1-yPuy)O2

5–75 keV PKA

38 nm \(\times\) 38 nm \(\times\) 38 nm

50 ps

Potashnikov pair potentials211 and Cooper many body potential212

Cooper and Potashnikov potentials were compared for defect clustering and dislocation density

 Martin et al.213

UO2

10 keV

187,500 atoms

30 ps

Empirical potential (Buckingham) by Morelon et al.134

Temperature dependence of radiation damage, cascade overlap study

 Martin et al.214

UO2

1–80 keV

68 a\(\times\) 68 a \(\times\) 68 a, 3.8 \(\times\) 106 atoms

20 ps

Empirical potential (Buckingham) by Morelon et al.134

Defect and recombination analysis, damage volume analysis

 Buchan et al.37

Diamond

2.5 keV

10 nm \(\times\) 10 nm \(\times\) 10 nm

1 ps

Environment dependent interaction potential215 with ZBL

Defect analysis

 McKenna et al.216

Graphite

2 keV

24 a\(\times\) 39 a \(\times\) 15 a, 112,320 atoms

5 ps

Environment dependent interatomic potential developed by Marks et al.215 combined with ZBL

Defect analysis considering PKA energy scaled by threshold energy

 Christie et al.38

Graphite

0.1–2 keV

15.77 \(\times\) 15.77 \(\times\) 15.77 nm3, 440,448 atoms

5 ps

Environment dependent interatomic potential developed by Marks et al.215 combined with ZBL

Cascade structure study, atoms kinetics, PKA length

 Fu et al.217

W and W-Re

1-300 keV

63 nm \(\times\) 63 nm \(\times\) 63 nm

100 ps

Finnis-Sinclair type potential218 with ZBL

Defect analysis, cluster size analysis, dislocation loop analysis

 Zhang et al.219

BCC W

10–50 keV

31.652 nm \(\times\) 31.652 nm \(\times\) 31.652 nm, 2 million atoms

90 ps

Finnis-Sinclair49 type with Derlet–Nguyen–Manh–Dudarev (DNMD)52 W

Potential with ZBL

Defect analysis and role of grain boundaries

 Setyawan et al.220

W

0.1-100 keV

38 nm \(\times\) 38 nm \(\times\) 38 nm (120 times a0)

50 ps

W potential54 modified from Ackland et al. N-body semi-empirical potential50

Defect clusters, self-interstitial atom loops

 Liu et al.112

W

1–200 keV

150 a\(\times\) 150 a \(\times\) 150 a, a = 3.185 Å,

8.1 million atoms

150 ps

neuroevolution potential (NEP) combined with ZBL using the Gaussian approximation potential (GAP) data from113

Potential development, defect analysis and cluster analysis

 Ullah et al.221

Ni0.8Fe0.2 and Ni0.8Cr0.2

5 keV

11.5 nm\(\times\) 11.5 nm \(\times\) 11.5 nm, 132,000 atoms

30 ps

EAM potential by Bonny et al.141

Defect analysis as a function of dose (dpa), cluster analysis

 Zhou et al.222

Monocrystalline S

Up to 5 keV

19.1 nm\(\times\) 19.1 nm \(\times\) 16.3 nm, 448,000 atoms

50 ps

Tersoff potential206 with ZBL

Temperature and strain effects on defect production

 Boev et al.12

V-Ti alloys

5–20 keV

12 nm\(\times\) 12 nm \(\times\) 12 nm, 432,000 atoms

12 ps

EAM potential by Lipnitskii et al.223 combined with ZBL

Defect and cluster analysis

 Voskoboinikov et al.224

Al

5–20 keV

4 million atoms

~15 ps

EAM potential by Zope et al.225 with ZBL

Defect and cluster analysis, near surface cascades

 Roy et al.5

Ti alloys

10-40 keV

20 nm \(\times\) 20 nm \(\times\) 20 nm

20 ps

EAM potentials by Zhou et al.226 with ZBL

Defect and cluster analysis

 Sahoo et al.34

β-Li2TiO3

2 keV

8 a × 8 a × 8 a

100 ps

long-range Coulombic potential, and medium range Buckingham potential with ZBL

Defect and cluster analysis, amorphization analysis

 Parashar et al.227

Single crystal Nb

0.25–2 keV

128,000 atoms

6 ps

Force matched EAM potential by Fellinger et al.228

Radiation effect on tensile strength, temperature effect on radiation damage

 Zarkadoula et al.27

NixFeyCr(100-x-y) alloys

30–50 keV

2.5–3.6 million atoms

100 ps

embedded-atom (EAM) potential by Bonny et al.141 for Ni-Fe-Cr alloys

Effect of inclusion of electronic effects and 2 temperature model in cascade simulations

 Nordlund et al.229

Cu and W

Up to 100 keV

-

50 ps

W50,54, Cu230

Addressing limitations of Norgett−Robinson−Torrens displacements per atom (NRT-dpa) model, two new complementary displacement production estimators (athermal

recombination corrected dpa, arc-dpa) and atomic mixing (replacements per atom, rpa)

functions

 Granberg et al.231

Ni-Fe and Ni

-Co-Cr

simulations up to the dose ∼ 0.57 dpa by running

1500 consecutive 5 keV recoils

110,000 atoms

30 ps

Zhou et al.226, EAM potentials for Ni-Co and Lin et al.232 EAM for Cr

point defect damage level saturation with a dose at about 0.3 dpa, defect and cluster analusis in NiFe and NiCoCr

 Lin et al.26

NiCoCrFe HEA

10–50 keV

100 a\(\times\) 100 a \(\times\) 100 a, a = 3.52 Å,

4 million atoms

140 ps

Lee and Baskes187 MEAM potential modified by Choi et al.233

Defect evolution and cluster analysis, Cascade temperature analysis, dislocation analysis

  1. This table compiles studies investigating radiation damage in metals, alloys, and ceramics. For each entry, the material studied, the interatomic potential utilized, and key findings are listed, providing an overview of the scope and insights gained from these simulations in understanding radiation effects.